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ORCIDGeorgios B. Giannakis
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- affiliation: University of Minnesota, Minneapolis, MN, USA
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2020 – today
- 2024
[j459]Alireza Sadeghi
, Gang Wang, Georgios B. Giannakis:
Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory 5: 105-122 (2024)- [j458]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Weighted Ensembles for Adaptive Active Learning. IEEE Trans. Signal Process. 72: 4178-4190 (2024) - [j457]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. IEEE Trans. Wirel. Commun. 23(4): 3425-3436 (2024) - [c476]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. ICASSP 2024: 5220-5224 - [c475]Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis:
A Bayesian Approach to High-Order Link Prediction. ICASSP 2024: 13251-13255 - [c474]Yilang Zhang, Georgios B. Giannakis:
Meta-Learning Priors Using Unrolled Proximal Networks. ICLR 2024 - [c473]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active labeling for online ensemble learning. SAM 2024: 1-5 - [c472]Alireza Sadeghi, Georgios B. Giannakis:
Robust Meta-Learning over Graphs with Graph Neural Networks. SAM 2024: 1-5 - [c471]Toygan Kilic, Jürgen Herrler, Patrick Liebig, Ömer Burak Demirel, Armin M. Nagel, Mingyi Hong, Georgios B. Giannakis, Kâmil Ugurbil, Mehmet Akçakaya:
Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks. ISBI 2024: 1-5 - [c470]Konstantinos D. Polyzos, Panagiotis A. Traganitis, Manish Kumar Singh, Georgios B. Giannakis:
Ensembles of Informative Representations for Self-Supervised Learning. MLSP 2024: 1-6 - [i149]Shahana Ibrahim, Panagiotis A. Traganitis, Xiao Fu, Georgios B. Giannakis:
Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective. CoRR abs/2407.06902 (2024) - [i148]Jinwen Xu, Qin Lu, Georgios B. Giannakis:
Online scalable Gaussian processes with conformal prediction for guaranteed coverage. CoRR abs/2410.05444 (2024) - 2023
- [j456]Manish Kumar Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis:
Time-Domain Generalization of Kron Reduction. IEEE Control. Syst. Lett. 7: 259-264 (2023) - [j455]Qiuling Yang, Mario Coutino, Geert Leus, Georgios B. Giannakis:
Autoregressive graph Volterra models and applications. EURASIP J. Adv. Signal Process. 2023(1): 4 (2023) - [j454]Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Incremental Ensemble Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1876-1893 (2023) - [j453]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11283-11296 (2023) - [j452]Mana Jalali, Manish Kumar Singh, Vassilis Kekatos, Georgios B. Giannakis, Chen-Ching Liu:
Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes. IEEE Trans. Smart Grid 14(3): 2432-2445 (2023) - [j451]Yunfeng Bai, Qingwen Liu, Liuqing Yang, Georgios B. Giannakis, Wen Fang, Mingliang Xiong:
Resonant Beam SWIPT With Telescope and Second Harmonic. IEEE Trans. Wirel. Commun. 22(7): 4962-4973 (2023) - [c469]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. AAAI 2023: 11298-11306 - [c468]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. ACSSC 2023: 594-601 - [c467]Konstantinos D. Polyzos, Alireza Sadeghi, Georgios B. Giannakis:
Bayesian Self-Supervised Learning Using Local and Global Graph Information. CAMSAP 2023: 256-260 - [c466]Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Robust Identification of Graph Structure. CAMSAP 2023: 486-490 - [c465]Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis:
Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy. ICASSP 2023: 1-5 - [c464]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement. ICASSP 2023: 1-5 - [c463]Manish Kumar Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis:
Physics-Informed Transfer Learning for Voltage Stability Margin Prediction. ICASSP 2023: 1-5 - [c462]Shijian Gao, Jia Yan, Georgios B. Giannakis:
Integrated Distributed Wireless Sensing with Over-The-Air Federated Learning. IGARSS 2023: 600-603 - [c461]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. NeurIPS 2023 - [i147]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. CoRR abs/2303.17768 (2023) - [i146]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. CoRR abs/2308.07343 (2023) - [i145]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. CoRR abs/2309.15639 (2023) - [i144]Athanasios Bacharis, Konstantinos D. Polyzos, Henry J. Nelson, Georgios B. Giannakis, Nikolaos Papanikolopoulos:
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning. CoRR abs/2310.00145 (2023) - [i143]Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis:
Contractive error feedback for gradient compression. CoRR abs/2312.08538 (2023) - [i142]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. CoRR abs/2312.13486 (2023) - 2022
- [j450]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1232-1246 (2022) - [j449]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2031-2044 (2022) - [j448]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 9(2): 917-929 (2022) - [j447]Panagiotis A. Traganitis, Georgios B. Giannakis:
Unsupervised Ensemble Classification With Sequential and Networked Data. IEEE Trans. Knowl. Data Eng. 34(10): 5009-5022 (2022) - [j446]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. IEEE Trans. Signal Process. 70: 17-30 (2022) - [c460]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles. IEEECONF 2022: 58-64 - [c459]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing. IEEECONF 2022: 1086-1090 - [c458]Panagiotis A. Traganitis, Georgios B. Giannakis:
Identifying Dependent Annotators in Crowdsourcing. IEEECONF 2022: 1276-1280 - [c457]Alireza Sadeghi, Georgios B. Giannakis:
Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets. EUSIPCO 2022: 802-806 - [i141]Manish Kumar Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis:
Time-domain Generalization of Kron Reduction. CoRR abs/2203.12084 (2022) - [i140]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR abs/2205.14090 (2022) - [i139]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Weighted Ensembles for Active Learning with Adaptivity. CoRR abs/2206.05009 (2022) - [i138]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. CoRR abs/2211.09178 (2022) - 2021
- [j445]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang:
Resonant Beam Communications With Echo Interference Elimination. IEEE Internet Things J. 8(4): 2875-2885 (2021) - [j444]Evan Faulkner, Zelin Yun, Shengli Zhou, Zhijie Jerry Shi, Song Han, Georgios B. Giannakis:
An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer. IEEE Internet Things J. 8(11): 9206-9218 (2021) - [j443]Jun Sun, Shibo Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity Markets. IEEE Trans. Control. Netw. Syst. 8(2): 803-815 (2021) - [j442]Dimitris Berberidis, Georgios B. Giannakis:
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs. IEEE Trans. Knowl. Data Eng. 33(2): 637-650 (2021) - [j441]Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. IEEE Trans. Knowl. Data Eng. 33(3): 909-920 (2021) - [j440]Qin Lu, Georgios B. Giannakis:
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs. IEEE Trans. Signal Inf. Process. over Networks 7: 166-176 (2021) - [j439]Mingqing Liu, Hao Deng, Qingwen Liu, Jie Zhou, Mingliang Xiong, Liuqing Yang, Georgios B. Giannakis:
Simultaneous Mobile Information and Power Transfer by Resonant Beam. IEEE Trans. Signal Process. 69: 2766-2778 (2021) - [j438]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Qingwei Jiang, Liuqing Yang, Georgios B. Giannakis:
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam. IEEE Trans. Signal Process. 69: 2833-2843 (2021) - [j437]Bingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus:
A Momentum-Guided Frank-Wolfe Algorithm. IEEE Trans. Signal Process. 69: 3597-3611 (2021) - [j436]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang, Georgios B. Giannakis:
End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant Beam. IEEE Trans. Signal Process. 69: 3642-3652 (2021) - [c456]Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao:
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. AAAI 2021: 8324-8331 - [c455]Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao:
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. AAAI 2021: 10156-10164 - [c454]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. ACSCC 2021: 182-186 - [c453]Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis:
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC 2021: 1018-1022 - [c452]Qin Lu, Georgios B. Giannakis:
Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs. ACSCC 2021: 1515-1519 - [c451]Panagiotis A. Traganitis, Georgios B. Giannakis:
Identifying Spammers to Boost Crowdsourced Classification. ICASSP 2021: 2840-2844 - [c450]Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis:
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. ICASSP 2021: 3190-3194 - [c449]Qin Lu, Georgios B. Giannakis:
Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees. ICASSP 2021: 3485-3489 - [c448]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts. ICASSP 2021: 5220-5224 - [c447]Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis:
Unveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs. ICASSP 2021: 5499-5503 - [c446]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Accelerating Frank-Wolfe with Weighted Average Gradients. ICASSP 2021: 5529-5533 - [c445]Panagiotis A. Traganitis, Georgios B. Giannakis:
Detecting adversaries in Crowdsourcing. ICDM 2021: 1373-1378 - [c444]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. NeurIPS 2021: 21244-21255 - [c443]Panagiotis A. Traganitis, Georgios B. Giannakis:
Bayesian Crowdsourcing with Constraints. ECML/PKDD (3) 2021: 543-559 - [c442]Panagiotis A. Traganitis, Georgios B. Giannakis:
Bayesian constrained decision fusion. SPAWC 2021: 166-170 - [i137]Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis:
Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks. CoRR abs/2104.08637 (2021) - [i136]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang, Georgios B. Giannakis:
End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer using Resonant Beam. CoRR abs/2106.05769 (2021) - [i135]Panagiotis A. Traganitis, Georgios B. Giannakis:
Detecting adversaries in Crowdsourcing. CoRR abs/2110.04117 (2021) - [i134]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. CoRR abs/2110.04243 (2021) - [i133]Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Incremental Ensemble Gaussian Processes. CoRR abs/2110.06777 (2021) - [i132]Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis:
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR abs/2110.10582 (2021) - [i131]Qin Lu, Georgios B. Giannakis:
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes. CoRR abs/2112.00882 (2021) - 2020
- [j435]Mingqing Liu, Gang Wang, Georgios B. Giannakis, Mingliang Xiong, Qingwen Liu, Hao Deng:
Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. IEEE Internet Things J. 7(3): 2223-2234 (2020) - [j434]Andrea Simonetto, Emiliano Dall'Anese, Santiago Paternain, Geert Leus, Georgios B. Giannakis:
Time-Varying Convex Optimization: Time-Structured Algorithms and Applications. Proc. IEEE 108(11): 2032-2048 (2020) - [j433]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Generalization Error Bounds for Kernel Matrix Completion and Extrapolation. IEEE Signal Process. Lett. 27: 326-330 (2020) - [j432]Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun:
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 11(3): 2313-2323 (2020) - [j431]Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices. IEEE Trans. Signal Inf. Process. over Networks 6: 271-283 (2020) - [j430]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis:
Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes. IEEE Trans. Signal Process. 68: 2586-2597 (2020) - [j429]Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa:
Graph-Based Learning Under Perturbations via Total Least-Squares. IEEE Trans. Signal Process. 68: 2870-2882 (2020) - [j428]Donghoon Lee, Georgios B. Giannakis:
A Variational Bayes Approach to Adaptive Radio Tomography. IEEE Trans. Signal Process. 68: 3779-3792 (2020) - [j427]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. IEEE Trans. Signal Process. 68: 4583-4596 (2020) - [j426]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning. IEEE Trans. Signal Process. 68: 6535-6546 (2020) - [j425]Wen Fang, Gang Wang, Georgios B. Giannakis, Qingwen Liu, Xin Wang, Hao Deng:
Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices. IEEE Trans. Veh. Technol. 69(3): 3330-3340 (2020) - [c441]Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis:
Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks. ACSSC 2020: 726-730 - [c440]Bingcong Li, Meng Ma, Georgios B. Giannakis:
On the Convergence of SARAH and Beyond. AISTATS 2020: 223-233 - [c439]Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis:
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. AISTATS 2020: 1910-1920 - [c438]Gang Wang, Georgios B. Giannakis:
Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning. AISTATS 2020: 3015-3024 - [c437]Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. AISTATS 2020: 4485-4495 - [c436]Panagiotis A. Traganitis, Georgios B. Giannakis:
Constrained Clustering using Gaussian Processes. EUSIPCO 2020: 1457-1461 - [c435]Meng Ma, Georgios B. Giannakis:
Preconditioning ADMM for Fast Decentralized Optimization. ICASSP 2020: 3142-3146 - [c434]Alireza Sadeghi, Gang Wang, Georgios B. Giannakis:
Hierarchical Caching via Deep Reinforcement Learning. ICASSP 2020: 3532-3536 - [c433]Bingcong Li, Mario Coutiño, Georgios B. Giannakis:
Revisit of Estimate Sequence for Accelerated Gradient Methods. ICASSP 2020: 3602-3606 - [c432]Mario Coutino, Georgios Vasileios Karanikolas, Geert Leus, Georgios B. Giannakis:
Self-Driven Graph Volterra Models for Higher-Order Link Prediction. ICASSP 2020: 3887-3891 - [c431]Panagiotis A. Traganitis, Dimitris Berberidis, Georgios B. Giannakis:
Active Learning with Unsupervised Ensembles of Classifiers. ICASSP 2020: 3967-3971 - [c430]Qiuling Yang, Mario Coutino, Gang Wang, Georgios B. Giannakis, Geert Leus:
Learning connectivity and higher-order interactions in radial distribution grids. ICASSP 2020: 5555-5559 - [c429]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis:
Semi-Supervised Learning of Processes Over Multi-Relational Graphs. ICASSP 2020: 5560-5564 - [c428]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. ICASSP 2020: 5910-5914 - [c427]Vassilis N. Ioannidis, Georgios B. Giannakis:
Defending Graph Convolutional Networks Against Adversarial Attacks. ICASSP 2020: 8469-8473 - [c426]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Pruned Graph Scattering Transforms. ICLR 2020 - [c425]Bingcong Li, Lingda Wang, Georgios B. Giannakis:
Almost Tune-Free Variance Reduction. ICML 2020: 5969-5978 - [c424]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. ITA 2020: 1-16 - [c423]Gang Wang, Songtao Lu, Georgios B. Giannakis, Gerald Tesauro, Jian Sun:
Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis. NeurIPS 2020 - [c422]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Deep Policy Gradient for Reactive Power Control in Distribution Systems. SmartGridComm 2020: 1-6 - [c421]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors. SmartGridComm 2020: 1-6 - [i130]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. CoRR abs/2001.09882 (2020) - [i129]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors. CoRR abs/2003.01667 (2020) - [i128]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-relational and Robust Learning. CoRR abs/2003.07729 (2020) - [i127]Wen Fang, Gang Wang, Georgios B. Giannakis, Qingwen Liu, Xin Wang, Hao Deng:
Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices. CoRR abs/2004.06349 (2020) - [i126]Mingqing Liu, Gang Wang, Georgios B. Giannakis, Mingliang Xiong, Qingwen Liu, Hao Deng:
Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. CoRR abs/2004.08520 (2020) - [i125]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Chuan Huang:
Resonant Beam Communications: Principles and Designs. CoRR abs/2004.08642 (2020) - [i124]Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami:
Reinforcement Learning for Caching with Space-Time Popularity Dynamics. CoRR abs/2005.09155 (2020) - [i123]Andrea Simonetto, Emiliano Dall'Anese, Santiago Paternain, Geert Leus, Georgios B. Giannakis:
Time-Varying Convex Optimization: Time-Structured Algorithms and Applications. CoRR abs/2006.08500 (2020) - [i122]Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung:
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets. CoRR abs/2006.09992 (2020) - [i121]Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus:
How Does Momentum Help Frank Wolfe? CoRR abs/2006.11116 (2020) - [i120]Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis:
Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data. CoRR abs/2007.03724 (2020) - [i119]Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao:
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. CoRR abs/2012.05284 (2020) - [i118]Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao:
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. CoRR abs/2012.05756 (2020) - [i117]Panagiotis A. Traganitis, Georgios B. Giannakis:
Bayesian Semi-supervised Crowdsourcing. CoRR abs/2012.11048 (2020)
2010 – 2019
- 2019
- [j424]Chen Wang, Feng Gao, Georgios B. Giannakis, Gennaro D'Urso, Xiaodong Cai:
Efficient proximal gradient algorithm for inference of differential gene networks. BMC Bioinform. 20(1): 224:1-224:15 (2019) - [j423]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Chuan Huang:
Resonant Beam Communications: Principles and Designs. IEEE Commun. Mag. 57(10): 34-39 (2019) - [j422]Markus Leinonen, Marian Codreanu, Georgios B. Giannakis:
Compressed Sensing with Applications in Wireless Networks. Found. Trends Signal Process. 13(1-2): 1-282 (2019) - [j421]Tianyi Chen, Georgios B. Giannakis:
Bandit Convex Optimization for Scalable and Dynamic IoT Management. IEEE Internet Things J. 6(1): 1276-1286 (2019) - [j420]Qingqing Zhang, Gang Wang, Jie Chen, Georgios B. Giannakis, Qingwen Liu:
Mobile Energy Transfer in Internet of Things. IEEE Internet Things J. 6(5): 9012-9019 (2019) - [j419]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics. J. Mach. Learn. Res. 20: 22:1-22:36 (2019) - [j418]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. IEEE J. Sel. Areas Commun. 37(10): 2267-2281 (2019) - [j417]Gang Wang, Georgios B. Giannakis, Jie Chen, Jian Sun:
Distribution system state estimation: an overview of recent developments. Frontiers Inf. Technol. Electron. Eng. 20(1): 4-17 (2019) - [j416]Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang:
Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability. Proc. IEEE 107(4): 778-796 (2019) - [j415]Alireza Sadeghi, Gang Wang, Georgios B. Giannakis:
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. IEEE Trans. Cogn. Commun. Netw. 5(4): 1024-1033 (2019) - [j414]Gang Wang, Hao Zhu, Georgios B. Giannakis, Jian Sun:
Robust Power System State Estimation From Rank-One Measurements. IEEE Trans. Control. Netw. Syst. 6(4): 1391-1403 (2019) - [j413]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. IEEE Trans. Mob. Comput. 18(12): 2899-2912 (2019) - [j412]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements. IEEE Trans. Smart Grid 10(2): 1928-1938 (2019) - [j411]Gang Wang, Georgios B. Giannakis, Jie Chen:
Robust and Scalable Power System State Estimation via Composite Optimization. IEEE Trans. Smart Grid 10(6): 6137-6147 (2019) - [j410]Jia Chen, Gang Wang, Georgios B. Giannakis:
Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. IEEE Trans. Signal Process. 67(3): 740-752 (2019) - [j409]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Adaptive Diffusions for Scalable Learning Over Graphs. IEEE Trans. Signal Process. 67(5): 1307-1321 (2019) - [j408]Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis:
Adaptive Bayesian Radio Tomography. IEEE Trans. Signal Process. 67(8): 1964-1977 (2019) - [j407]Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs. IEEE Trans. Signal Process. 67(9): 2263-2274 (2019) - [j406]Gang Wang, Georgios B. Giannakis, Jie Chen:
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization. IEEE Trans. Signal Process. 67(9): 2357-2370 (2019) - [j405]Yanning Shen, Geert Leus, Georgios B. Giannakis:
Online Graph-Adaptive Learning With Scalability and Privacy. IEEE Trans. Signal Process. 67(9): 2471-2483 (2019) - [j404]Jia Chen, Gang Wang, Georgios B. Giannakis:
Graph Multiview Canonical Correlation Analysis. IEEE Trans. Signal Process. 67(11): 2826-2838 (2019) - [j403]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks. IEEE Trans. Signal Process. 67(15): 4069-4077 (2019) - [j402]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Matrix Completion and Extrapolation via Kernel Regression. IEEE Trans. Signal Process. 67(19): 5004-5017 (2019) - [j401]Yanning Shen, Georgios B. Giannakis, Brian Baingana:
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks. IEEE Trans. Signal Process. 67(20): 5325-5339 (2019) - [j400]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. IEEE Trans. Signal Process. 67(23): 5922-5935 (2019) - [c420]Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling:
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. AAAI 2019: 1544-1551 - [c419]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis, Mario Coutino:
Learning Graph Processes with Multiple Dynamical Models. ACSSC 2019: 1783-1787 - [c418]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Bandit Online Learning with Unknown Delays. AISTATS 2019: 993-1002 - [c417]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Graph Neural Networks for Predicting Protein Functions. CAMSAP 2019: 221-225 - [c416]Seth Barrash, Yanning Shen, Georgios B. Giannakis:
Scalable and Adaptive KNN for Regression Over Graphs. CAMSAP 2019: 241-245 - [c415]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Structured Egonet Tensors for Robust Node Embedding. CAMSAP 2019: 465-469 - [c414]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis:
Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs. DSW 2019: 64-68 - [c413]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks. DSW 2019: 258-262 - [c412]Jia Chen, Gang Wang, Georgios B. Giannakis:
Multiview Canonical Correlation Analysis over Graphs. ICASSP 2019: 2947-2951 - [c411]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks. ICASSP 2019: 3277-3281 - [c410]Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis:
Distributed Network Caching via Dynamic Programming. ICASSP 2019: 4574-4578 - [c409]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Power System State Forecasting via Deep Recurrent Neural Networks. ICASSP 2019: 8092-8096 - [c408]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
A Recurrent Graph Neural Network for Multi-relational Data. ICASSP 2019: 8157-8161 - [c407]Donghoon Lee, Georgios B. Giannakis:
A Variational Bayes Approach to Adaptive Channel-gain Cartography. ICASSP 2019: 8434-8438 - [c406]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang:
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. NeurIPS 2019: 3365-3375 - [c405]Athanasios N. Nikolakopoulos, Dimitris Berberidis, George Karypis, Georgios B. Giannakis:
Personalized diffusions for top-n recommendation. RecSys 2019: 260-268 - [c404]Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun:
Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning. SmartGridComm 2019: 1-6 - [c403]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Chuan Huang:
Analytical Models for Resonant Beam Communications. WCSP 2019: 1-6 - [i116]Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis:
Distributed Network Caching via Dynamic Programming. CoRR abs/1902.07121 (2019) - [i115]Alireza Sadeghi, Gang Wang, Georgios B. Giannakis:
Adaptive Caching via Deep Reinforcement Learning. CoRR abs/1902.10301 (2019) - [i114]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. CoRR abs/1904.02841 (2019) - [i113]Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun:
Real-time Voltage Control Using Deep Reinforcement Learning. CoRR abs/1904.09374 (2019) - [i112]Meng Ma, Bingcong Li, Georgios B. Giannakis:
Tight Linear Convergence Rate of ADMM for Decentralized Optimization. CoRR abs/1905.10456 (2019) - [i111]Bingcong Li, Meng Ma, Georgios B. Giannakis:
On the Convergence of SARAH and Beyond. CoRR abs/1906.02351 (2019) - [i110]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Generalization error bounds for kernel matrix completion and extrapolation. CoRR abs/1906.08770 (2019) - [i109]Panagiotis A. Traganitis, Georgios B. Giannakis:
Unsupervised Ensemble Classification with Dependent Data. CoRR abs/1906.09356 (2019) - [i108]Bingcong Li, Lingda Wang, Georgios B. Giannakis:
Almost Tune-Free Variance Reduction. CoRR abs/1908.09345 (2019) - [i107]Donghoon Lee, Georgios B. Giannakis:
A Variational Bayes Approach to Adaptive Radio Tomography. CoRR abs/1909.03892 (2019) - [i106]Gang Wang, Bingcong Li, Georgios B. Giannakis:
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation. CoRR abs/1909.04299 (2019) - [i105]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang:
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. CoRR abs/1909.07588 (2019) - [i104]Bingcong Li, Georgios B. Giannakis:
Adaptive Step Sizes in Variance Reduction via Regularization. CoRR abs/1910.06532 (2019) - [i103]Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis:
GraphSAC: Detecting anomalies in large-scale graphs. CoRR abs/1910.09589 (2019) - [i102]Vassilis N. Ioannidis, Georgios B. Giannakis:
Edge Dithering for Robust Adaptive Graph Convolutional Networks. CoRR abs/1910.09590 (2019) - [i101]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
A Statistical Learning Approach to Reactive Power Control in Distribution Systems. CoRR abs/1910.13938 (2019) - [i100]Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. CoRR abs/1911.00934 (2019) - [i99]Qiuling Yang, Mario Coutino, Gang Wang, Georgios B. Giannakis, Geert Leus:
Learning Connectivity and Higher-order Interactions in Radial Distribution Grids. CoRR abs/1911.03072 (2019) - [i98]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks. CoRR abs/1912.12716 (2019) - 2018
- [j399]Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Hybrid ADMM: a unifying and fast approach to decentralized optimization. EURASIP J. Adv. Signal Process. 2018: 73 (2018) - [j398]Tianyi Chen, Qing Ling, Yanning Shen, Georgios B. Giannakis:
Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT. IEEE Internet Things J. 5(6): 4328-4341 (2018) - [j397]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. IEEE J. Sel. Top. Signal Process. 12(1): 180-190 (2018) - [j396]Georgios B. Giannakis, Yanning Shen, Georgios Vasileios Karanikolas:
Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics. Proc. IEEE 106(5): 787-807 (2018) - [j395]Pengcheng You, Steven H. Low, Liang Zhang, Ruilong Deng, Georgios B. Giannakis, Youxian Sun, Zaiyue Yang:
Scheduling of EV Battery Swapping-Part II: Distributed Solutions. IEEE Trans. Control. Netw. Syst. 5(4): 1920-1930 (2018) - [j394]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. IEEE Trans. Control. Netw. Syst. 5(4): 1941-1951 (2018) - [j393]Gang Wang, Georgios B. Giannakis, Yonina C. Eldar:
Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow. IEEE Trans. Inf. Theory 64(2): 773-794 (2018) - [j392]Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables. IEEE Trans. Smart Grid 9(3): 1822-1834 (2018) - [j391]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marques, Georgios B. Giannakis:
Two-Timescale Stochastic Dispatch of Smart Distribution Grids. IEEE Trans. Smart Grid 9(5): 4282-4292 (2018) - [j390]Gang Wang, Liang Zhang, Georgios B. Giannakis, Mehmet Akçakaya, Jie Chen:
Sparse Phase Retrieval via Truncated Amplitude Flow. IEEE Trans. Signal Process. 66(2): 479-491 (2018) - [j389]Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis:
Decentralized RLS With Data-Adaptive Censoring for Regressions Over Large-Scale Networks. IEEE Trans. Signal Process. 66(6): 1634-1648 (2018) - [j388]Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. IEEE Trans. Signal Process. 66(6): 1649-1658 (2018) - [j387]Panagiotis A. Traganitis, Georgios B. Giannakis:
Sketched Subspace Clustering. IEEE Trans. Signal Process. 66(7): 1663-1675 (2018) - [j386]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget. IEEE Trans. Signal Process. 66(8): 1967-1981 (2018) - [j385]Daniel Romero, Donghoon Lee, Georgios B. Giannakis:
Blind Radio Tomography. IEEE Trans. Signal Process. 66(8): 2055-2069 (2018) - [j384]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Process. 66(11): 2818-2833 (2018) - [j383]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of Spatio-Temporal Functions Over Graphs via Multikernel Kriged Kalman Filtering. IEEE Trans. Signal Process. 66(12): 3228-3239 (2018) - [j382]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets With a Common Source Graph. IEEE Trans. Signal Process. 66(16): 4398-4408 (2018) - [j381]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Blind Multiclass Ensemble Classification. IEEE Trans. Signal Process. 66(18): 4737-4752 (2018) - [j380]Liang Zhang, Gang Wang, Georgios B. Giannakis, Jie Chen:
Compressive Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Process. 66(19): 5029-5040 (2018) - [j379]Dimitris Berberidis, Georgios B. Giannakis:
Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification. IEEE Trans. Signal Process. 66(19): 5167-5179 (2018) - [j378]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. IEEE Trans. Signal Process. 66(21): 5730-5745 (2018) - [j377]Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj:
Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information. IEEE Trans. Wirel. Commun. 17(11): 7704-7717 (2018) - [c402]Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa:
Signal and Graph Perturbations via Total Least-Squares. ACSSC 2018: 747-751 - [c401]Meng Ma, Georgios B. Giannakis:
Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization. ACSSC 2018: 1881-1885 - [c400]Jia Chen, Gang Wang, Georgios B. Giannakis:
Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets. ACSSC 2018: 1993-1997 - [c399]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Secure Edge Computing in IoT via Online Learning. ACSSC 2018: 2149-2153 - [c398]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. AISTATS 2018: 2037-2046 - [c397]Tianyi Chen, Na Li, Georgios B. Giannakis:
Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks. ACC 2018: 4604-4609 - [c396]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs. IEEE BigData 2018: 92-99 - [c395]Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Signals over Graphs. DSW 2018: 165-169 - [c394]Yanning Shen, Georgios B. Giannakis:
Online Identification of Directional Graph Topologies Capturing Dynamic and Nonlinear Dependencies. DSW 2018: 195-199 - [c393]Gang Wang, Liang Zhang, Georgios B. Giannakis, Jie Chen:
Sparse Phase Retrieval Via Iteratively Reweighted Amplitude Flow. EUSIPCO 2018: 712-716 - [c392]Panagiotis A. Traganitis, Georgios B. Giannakis:
Blind Multi-class Ensemble Learning with Dependent Classifiers. EUSIPCO 2018: 2025-2029 - [c391]Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt:
Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters. GlobalSIP 2018: 633-637 - [c390]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Real-Time Power System State Estimation via Deep Unrolled Neural Networks. GlobalSIP 2018: 907-911 - [c389]Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nikolas D. Sidiropoulos:
Imputation of Coupled Tensors and Graphs. GlobalSIP 2018: 1331-1335 - [c388]Gang Wang, Jia Chen, Georgios B. Giannakis:
Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. ICASSP 2018: 2211-2215 - [c387]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Random Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design. ICASSP 2018: 2811-2815 - [c386]Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis:
Adaptive Bayesian Channel Gain Cartography. ICASSP 2018: 3554-3558 - [c385]Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Fast Decentralized Learning Via Hybrid Consensus Admm. ICASSP 2018: 3829-3833 - [c384]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Multi-Kernel Learning with Orthogonal Random Features. ICASSP 2018: 6289-6293 - [c383]Tianyi Chen, Georgios B. Giannakis:
Harnessing Bandit Online Learning to Low-Latency Fog Computing. ICASSP 2018: 6418-6422 - [c382]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis:
Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP 2018: 6653-6657 - [c381]Liang Zhang, Georgios Vasileios Karanikolas, Mehmet Akçakaya, Georgios B. Giannakis:
Fully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks. ICASSP 2018: 6677-6681 - [c380]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. NeurIPS 2018: 5055-5065 - [c379]Vassilis N. Ioannidis, Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Kernel-Based Semi-Supervised Learning Over Multilayer Graphs. SPAWC 2018: 1-5 - [c378]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal Dynamic Proactive Caching Via Reinforcement Learning. SPAWC 2018: 1-5 - [c377]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Learning Adaptive to Dynamic and Adversarial Environments. SPAWC 2018: 1-5 - [c376]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis with Common Graph Priors. SSP 2018: 488-492 - [i97]Yanning Shen, Panagiotis A. Traganitis, Georgios B. Giannakis:
Nonlinear Dimensionality Reduction on Graphs. CoRR abs/1801.09390 (2018) - [i96]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets with a Common Source Graph. CoRR abs/1803.10309 (2018) - [i95]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Adaptive Diffusions for Scalable Learning over Graphs. CoRR abs/1804.02081 (2018) - [i94]Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Fast Decentralized Optimization over Networks. CoRR abs/1804.02425 (2018) - [i93]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. CoRR abs/1804.07051 (2018) - [i92]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR abs/1805.03591 (2018) - [i91]Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Dynamical Processes over Graphs. CoRR abs/1805.06095 (2018) - [i90]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. CoRR abs/1805.09965 (2018) - [i89]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Delayed Bandit Online Learning with Unknown Delays. CoRR abs/1807.03205 (2018) - [i88]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Matrix completion and extrapolation via kernel regression. CoRR abs/1808.00441 (2018) - [i87]Gang Wang, Georgios B. Giannakis, Jie Chen:
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization. CoRR abs/1808.04685 (2018) - [i86]Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. CoRR abs/1809.08353 (2018) - [i85]Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang:
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability. CoRR abs/1810.11613 (2018) - [i84]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
A Recurrent Graph Neural Network for Multi-Relational Data. CoRR abs/1811.02061 (2018) - [i83]Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling:
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. CoRR abs/1811.03761 (2018) - [i82]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Real-time Power System State Estimation and Forecasting via Deep Neural Networks. CoRR abs/1811.06146 (2018) - [i81]Dimitris Berberidis, Georgios B. Giannakis:
Adaptive-similarity node embedding for scalable learning over graphs. CoRR abs/1811.10797 (2018) - [i80]Jia Chen, Gang Wang, Georgios B. Giannakis:
Graph Multiview Canonical Correlation Analysis. CoRR abs/1811.12345 (2018) - [i79]Yanning Shen, Geert Leus, Georgios B. Giannakis:
Online Graph-Adaptive Learning with Scalability and Privacy. CoRR abs/1812.00974 (2018) - [i78]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Distributed Reinforcement Learning. CoRR abs/1812.03239 (2018) - [i77]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR abs/1812.08593 (2018) - 2017
- [j376]Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj:
Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information. IEEE J. Sel. Areas Commun. 35(11): 2606-2615 (2017) - [j375]Daniel Romero, Vassilis N. Ioannidis, Georgios B. Giannakis:
Kernel-Based Reconstruction of Space-Time Functions on Dynamic Graphs. IEEE J. Sel. Top. Signal Process. 11(6): 856-869 (2017) - [j374]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. IEEE Trans. Parallel Distributed Syst. 28(7): 1866-1880 (2017) - [j373]Seung-Jun Kim, Georgios B. Giannakis:
An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response. IEEE Trans. Smart Grid 8(6): 2784-2793 (2017) - [j372]Daniel Romero, Meng Ma, Georgios B. Giannakis:
Kernel-Based Reconstruction of Graph Signals. IEEE Trans. Signal Process. 65(3): 764-778 (2017) - [j371]Brian Baingana, Georgios B. Giannakis:
Tracking Switched Dynamic Network Topologies From Information Cascades. IEEE Trans. Signal Process. 65(4): 985-997 (2017) - [j370]Gang Wang, Georgios B. Giannakis, Jie Chen:
Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow. IEEE Trans. Signal Process. 65(8): 1961-1974 (2017) - [j369]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. IEEE Trans. Signal Process. 65(10): 2503-2516 (2017) - [j368]Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce:
Learning Power Spectrum Maps From Quantized Power Measurements. IEEE Trans. Signal Process. 65(10): 2547-2560 (2017) - [j367]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation. IEEE Trans. Signal Process. 65(12): 3078-3093 (2017) - [j366]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks. IEEE Trans. Signal Process. 65(14): 3675-3687 (2017) - [j365]Dimitris Berberidis, Georgios B. Giannakis:
Data Sketching for Large-Scale Kalman Filtering. IEEE Trans. Signal Process. 65(14): 3688-3701 (2017) - [j364]Yanning Shen, Morteza Mardani, Georgios B. Giannakis:
Online Categorical Subspace Learning for Sketching Big Data with Misses. IEEE Trans. Signal Process. 65(15): 4004-4018 (2017) - [j363]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Proactive Network Resource Allocation. IEEE Trans. Signal Process. 65(24): 6350-6364 (2017) - [j362]Liang Zhang, Gang Wang, Daniel Romero, Georgios B. Giannakis:
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning. IEEE Trans. Signal Process. 65(24): 6448-6461 (2017) - [j361]Donghoon Lee, Seung-Jun Kim, Georgios B. Giannakis:
Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity. IEEE Trans. Wirel. Commun. 16(9): 5953-5966 (2017) - [j360]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications. IEEE Wirel. Commun. 24(4): 24-30 (2017) - [c375]Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis:
Online learning for "thing-adaptive" Fog Computing in IoT. ACSSC 2017: 664-668 - [c374]Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Directed network topology inference via sparse joint diagonalization. ACSSC 2017: 698-702 - [c373]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Soft unveiling of communities via egonet tensors. ACSSC 2017: 980-984 - [c372]Georgios Vasileios Karanikolas, Olaf Sporns, Georgios B. Giannakis:
Multi-kernel change detection for dynamic functional connectivity graphs. ACSSC 2017: 1555-1559 - [c371]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Scalable kernel-based learning via low-rank approximation of lifted data. Allerton 2017: 596-603 - [c370]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Memory efficient low-rank non-linear subspace tracking. CAMSAP 2017: 1-5 - [c369]Yanning Shen, Panagiotis A. Traganitis, Georgios B. Giannakis:
Nonlinear dimensionality reduction on graphs. CAMSAP 2017: 1-5 - [c368]Panagiotis A. Traganitis, Georgios B. Giannakis:
Distributed sketched subspace clustering for large-scale datasets. CAMSAP 2017: 1-5 - [c367]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Going beyond linear dependencies to unveil connectivity of meshed grids. CAMSAP 2017: 1-5 - [c366]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Online convex optimization for dynamic network resource allocation. EUSIPCO 2017: 136-140 - [c365]Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Network topology inference via elastic net structural equation models. EUSIPCO 2017: 146-150 - [c364]Gang Wang, Georgios B. Giannakis, Jie Chen:
Solving large-scale systems of random quadratic equations via stochastic truncated amplitude flow. EUSIPCO 2017: 1420-1424 - [c363]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of spatiotemporal processes over graphs via kernel kriged Kalman filtering. EUSIPCO 2017: 1679-1683 - [c362]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Learning from unequally reliable blind ensembles of classifiers. GlobalSIP 2017: 106-110 - [c361]Vassilis N. Ioannidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Semi-parametric graph kernel-based reconstruction. GlobalSIP 2017: 588-592 - [c360]Dimitris Berberidis, Georgios B. Giannakis:
Active sampling for graph-aware classification. GlobalSIP 2017: 648-652 - [c359]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-time energy management with improved cost-capacity tradeoff. GlobalSIP 2017: 1045-1049 - [c358]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Distributed Stochastic Optimization of Network Function Virtualization. GLOBECOM 2017: 1-6 - [c357]Gang Wang, Georgios B. Giannakis, Jie Chen, Mehmet Akçakaya:
SPARTA: Sparse phase retrieval via Truncated Amplitude flow. ICASSP 2017: 3974-3978 - [c356]Alba Pagès-Zamora, Georgios B. Giannakis, Roberto López-Valcarce, Pere Gimenez-Febrer:
Robust clustering of data collected via crowdsourcing. ICASSP 2017: 4014-4018 - [c355]Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis:
Distributed recursive least-squares with data-adaptive censoring. ICASSP 2017: 5860-5864 - [c354]G. V. Karanikolas, Georgios B. Giannakis:
Identifying directional connections in brain networks via multi-kernel granger models. ICASSP 2017: 6304-6308 - [c353]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Topology inference of directed graphs using nonlinear structural vector autoregressive models. ICASSP 2017: 6513-6517 - [c352]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. ICDM 2017: 127-136 - [c351]Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Topology inference of multilayer networks. INFOCOM Workshops 2017: 898-903 - [c350]Alireza Sadeghi, Siavash Ghavami, Georgios B. Giannakis:
Performance bounds of estimators in molecular communications under structural constraints. NANOCOM 2017: 20:1-20:6 - [c349]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Most Systems of Random Quadratic Equations. NIPS 2017: 1867-1877 - [c348]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-adapt network resource allocation. SPAWC 2017: 1-5 - [i76]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Dynamic Network Resource Allocation. CoRR abs/1701.03974 (2017) - [i75]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. CoRR abs/1703.01673 (2017) - [i74]Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramer-Rao Bound. CoRR abs/1705.04031 (2017) - [i73]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Almost all Systems of Random Quadratic Equations. CoRR abs/1705.10407 (2017) - [i72]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. CoRR abs/1707.04607 (2017) - [i71]Panagiotis A. Traganitis, Georgios B. Giannakis:
Sketched Subspace Clustering. CoRR abs/1707.07196 (2017) - [i70]Tianyi Chen, Georgios B. Giannakis:
Bandit Convex Optimization for Scalable and Dynamic IoT Management. CoRR abs/1707.09060 (2017) - [i69]Vassilis Kekatos, Gang Wang, Hao Zhu, Georgios B. Giannakis:
PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches. CoRR abs/1708.03981 (2017) - [i68]Gang Wang, Georgios B. Giannakis, Jie Chen:
Robust and Scalable Power System State Estimation via Composite Optimization. CoRR abs/1708.06013 (2017) - [i67]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities. CoRR abs/1708.06698 (2017) - [i66]Gang Wang, Jia Chen, Georgios B. Giannakis:
DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. CoRR abs/1710.09429 (2017) - [i65]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering. CoRR abs/1711.09306 (2017) - [i64]Vassilis N. Ioannidis, Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Kernel-based Inference of Functions over Graphs. CoRR abs/1711.10353 (2017) - [i63]Liang Zhang, Gang Wang, Georgios B. Giannakis, Jie Chen:
Compressive Phase Retrieval via Reweighted Amplitude Flow. CoRR abs/1712.02426 (2017) - [i62]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Blind Multi-class Ensemble Learning with Unequally Reliable Classifiers. CoRR abs/1712.02903 (2017) - [i61]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. CoRR abs/1712.09983 (2017) - 2016
- [j359]Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Robust Workload and Energy Management for Sustainable Data Centers. IEEE J. Sel. Areas Commun. 34(3): 651-664 (2016) - [j358]Xin Wang, Yu Zhang, Tianyi Chen, Georgios B. Giannakis:
Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems. IEEE J. Sel. Areas Commun. 34(5): 1348-1359 (2016) - [j357]Xin Wang, Tianyi Chen, Xiaojing Chen, Xiaolin Zhou, Georgios B. Giannakis:
Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions. IEEE J. Sel. Areas Commun. 34(12): 3354-3365 (2016) - [j356]Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization. IEEE J. Sel. Top. Signal Process. 10(2): 402-415 (2016) - [j355]Morteza Mardani, Georgios B. Giannakis:
Estimating Traffic and Anomaly Maps via Network Tomography. IEEE/ACM Trans. Netw. 24(3): 1533-1547 (2016) - [j354]Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick:
Online Energy Price Matrix Factorization for Power Grid Topology Tracking. IEEE Trans. Smart Grid 7(3): 1239-1248 (2016) - [j353]Swaroop S. Guggilam, Emiliano Dall'Anese, Yu Christine Chen, Sairaj V. Dhople, Georgios B. Giannakis:
Scalable Optimization Methods for Distribution Networks With High PV Integration. IEEE Trans. Smart Grid 7(4): 2061-2070 (2016) - [j352]Brian Baingana, Georgios B. Giannakis:
Joint Community and Anomaly Tracking in Dynamic Networks. IEEE Trans. Signal Process. 64(8): 2013-2025 (2016) - [j351]Dimitris Berberidis, Vassilis Kekatos, Georgios B. Giannakis:
Online Censoring for Large-Scale Regressions with Application to Streaming Big Data. IEEE Trans. Signal Process. 64(15): 3854-3867 (2016) - [j350]Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis:
Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering. IEEE Trans. Wirel. Commun. 15(2): 899-912 (2016) - [j349]Shuyan Hu, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Weighted Sum-Rate Maximization for MIMO Downlink Systems Powered by Renewables. IEEE Trans. Wirel. Commun. 15(8): 5615-5625 (2016) - [c347]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
Space-time scheduling for green data center networks. ACSSC 2016: 795-799 - [c346]Panagiotis A. Traganitis, Georgios B. Giannakis:
A randomized approach to large-scale subspace clustering. ACSSC 2016: 1019-1023 - [c345]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Inferring directed network topologies via tensor factorization. ACSSC 2016: 1739-1743 - [c344]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Kernel-based reconstruction of space-time functions via extended graphs. ACSSC 2016: 1829-1833 - [c343]Liang Zhang, Vassilis Kekatos, Georgios B. Giannakis:
A generalized Frank-wolfe approach to decentralized electric vehicle charging. CDC 2016: 1105-1111 - [c342]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Nonlinear structural equation models for network topology inference. CISS 2016: 163-168 - [c341]Panagiotis A. Traganitis, Georgios B. Giannakis:
Efficient subspace clustering of large-scale data streams with misses. CISS 2016: 590-595 - [c340]Yanning Shen, Georgios B. Giannakis:
Online dictionary learning from large-scale binary data. EUSIPCO 2016: 1808-1812 - [c339]Fatemeh Sheikholeslami, Brian Baingana, Georgios B. Giannakis, Nikolas D. Sidiropoulos:
Egonet tensor decomposition for community identification. GlobalSIP 2016: 341-345 - [c338]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization. GlobalSIP 2016: 375-379 - [c337]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
A data-driven approach to stochastic network optimization. GlobalSIP 2016: 510-514 - [c336]Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Power system state estimation via feasible point pursuit. GlobalSIP 2016: 773-777 - [c335]Daniel Romero, Donghoon Lee, Georgios B. Giannakis:
Blind channel gain cartography. GlobalSIP 2016: 1110-1115 - [c334]Panagiotis A. Traganitis, Georgios B. Giannakis:
PARAFAC-based multilinear subspace clustering for tensor data. GlobalSIP 2016: 1280-1284 - [c333]Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems. GLOBECOM 2016: 1-6 - [c332]Mahdi Zamanighomi, Zhengdao Wang, Georgios B. Giannakis:
Estimating high-dimensional covariance matrices with misses for Kronecker product expansion models. ICASSP 2016: 2667-2671 - [c331]Xiaojing Chen, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Stochastic online control for smart-grid powered MIMO downlink transmissions. ICASSP 2016: 3451-3455 - [c330]Gang Wang, Vassilis Kekatos, Georgios B. Giannakis:
Stochastic energy management in distribution grids. ICASSP 2016: 3476-3480 - [c329]Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Robust geographical load balancing for sustainable data centers. ICASSP 2016: 3526-3530 - [c328]Daniel Romero, Dimitris Berberidis, Georgios B. Giannakis:
Quickest convergence of online algorithms via data selection. ICASSP 2016: 6185-6189 - [c327]Dimitris Berberidis, Georgios B. Giannakis:
Data sketching for large-scale Kalman filtering. ICASSP 2016: 6195-6199 - [c326]G. V. Karanikolas, Georgios B. Giannakis, Konstantinos Slavakis, Richard M. Leahy:
Multi-kernel based nonlinear models for connectivity identification of brain networks. ICASSP 2016: 6315-6319 - [c325]Gang Wang, Georgios B. Giannakis:
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow. NIPS 2016: 568-576 - [c324]Daniel Romero, Meng Ma, Georgios B. Giannakis:
Estimating signals over graphs via multi-kernel learning. SSP 2016: 1-5 - [c323]Liang Zhang, Daniel Romero, Georgios B. Giannakis:
Fast convergent algorithms for multi-kernel regression. SSP 2016: 1-4 - [i60]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking. CoRR abs/1601.07947 (2016) - [i59]Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables. CoRR abs/1602.08805 (2016) - [i58]Daniel Romero, Meng Ma, Georgios B. Giannakis:
Kernel-based Reconstruction of Graph Signals. CoRR abs/1605.07174 (2016) - [i57]Gang Wang, Georgios B. Giannakis:
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow. CoRR abs/1605.08285 (2016) - [i56]Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce:
Learning Power Spectrum Maps from Quantized Power Measurements. CoRR abs/1606.02679 (2016) - [i55]Dimitris Berberidis, Georgios B. Giannakis:
Data Sketching for Large-Scale Kalman Filtering. CoRR abs/1606.08136 (2016) - [i54]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marqués, Georgios B. Giannakis:
Two-Timescale Stochastic Dispatch of Smart Distribution Grids. CoRR abs/1608.05269 (2016) - [i53]Zhangyang Wang, Liang Zhang, Yingzhen Yang, Jiayu Zhou, Georgios B. Giannakis, Thomas S. Huang:
Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters. CoRR abs/1608.06374 (2016) - [i52]Morteza Mardani, Georgios B. Giannakis, Kâmil Ugurbil:
Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging. CoRR abs/1609.04104 (2016) - [i51]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation. CoRR abs/1610.02143 (2016) - [i50]Gang Wang, Georgios B. Giannakis, Jie Chen:
Solving Large-scale Systems of Random Quadratic Equations via Stochastic Truncated Amplitude Flow. CoRR abs/1610.09540 (2016) - [i49]Gang Wang, Liang Zhang, Georgios B. Giannakis, Mehmet Akçakaya, Jie Chen:
Sparse Phase Retrieval via Truncated Amplitude Flow. CoRR abs/1611.07641 (2016) - [i48]Daniel Romero, Vassilis N. Ioannidis, Georgios B. Giannakis:
Kernel-based Reconstruction of Space-time Functions on Dynamic Graphs. CoRR abs/1612.03615 (2016) - [i47]Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis:
Decentralized RLS with Data-Adaptive Censoring for Regressions over Large-Scale Networks. CoRR abs/1612.08263 (2016) - [i46]Liang Zhang, Gang Wang, Daniel Romero, Georgios B. Giannakis:
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning. CoRR abs/1612.08461 (2016) - 2015
- [j348]Georgios B. Giannakis, Raphael Cendrillon, Volkan Cevher, Ananthram Swami, Zhi Tian:
Introduction to the issue on signal processing for big data. IEEE J. Sel. Top. Signal Process. 9(4): 583-585 (2015) - [j347]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Sketch and Validate for Big Data Clustering. IEEE J. Sel. Top. Signal Process. 9(4): 678-690 (2015) - [j346]Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis:
Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging. IEEE Trans. Smart Grid 6(3): 1303-1313 (2015) - [j345]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors. IEEE Trans. Signal Process. 63(10): 2663-2677 (2015) - [j344]Xin Wang, Yu Zhang, Georgios B. Giannakis, Shuyan Hu:
Robust Smart-Grid-Powered Cooperative Multipoint Systems. IEEE Trans. Wirel. Commun. 14(11): 6188-6199 (2015) - [c322]Sundeep Prabhakar Chepuri, Yu Zhang, Geert Leus, Georgios B. Giannakis:
Big data sketching with model mismatch. ACSSC 2015: 97-101 - [c321]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Large-scale subspace clustering using random sketching and validation. ACSSC 2015: 107-111 - [c320]Dimitris Berberidis, Georgios B. Giannakis:
Data sketching for tracking large-scale dynamical processes. ACSSC 2015: 345-349 - [c319]Brian Baingana, Emiliano Dall'Anese, Gonzalo Mateos, Georgios B. Giannakis:
Robust kriged Kalman filtering. ACSSC 2015: 1525-1529 - [c318]Emiliano Dall'Anese, Sairaj V. Dhople, Georgios B. Giannakis:
Regulation of dynamical systems to optimal solutions of semidefinite programs: Algorithms and applications to AC optimal power flow. ACC 2015: 2087-2092 - [c317]Yu Zhang, Xin Wang, Georgios B. Giannakis, Shuyan Hu:
Distributed robust resource allocation for renewable powered wireless cellular networks. BlackSeaCom 2015: 210-214 - [c316]Brian Baingana, Georgios B. Giannakis:
Dynamic and decentralized learning of overlapping network communities. CAMSAP 2015: 97-100 - [c315]Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis:
Stochastic semiparametric regression for spectrum cartography. CAMSAP 2015: 513-516 - [c314]Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis:
Online spectrum cartography via quantized measurements. CISS 2015: 1-4 - [c313]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Online subspace learning and nonlinear classification of Big Data with misses. CISS 2015: 1-6 - [c312]Yanning Shen, Morteza Mardani, Georgios B. Giannakis:
Online sketching of big categorical data with absent features. CISS 2015: 1-6 - [c311]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Spectral clustering of large-scale communities via random sketching and validation. CISS 2015: 1-6 - [c310]Yu Zhang, Seung-Jun Kim, Georgios B. Giannakis:
Short-term wind power forecasting using nonnegative sparse coding. CISS 2015: 1-5 - [c309]Morteza Mardani, Georgios B. Giannakis:
Online sketching for big data subspace learning. EUSIPCO 2015: 2511-2515 - [c308]Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Energy and workload management for data centers in renewable-integrated power grid. GlobalSIP 2015: 513-517 - [c307]Brian Baingana, Georgios B. Giannakis:
Switched dynamic structural equation models for tracking social network topologies. GlobalSIP 2015: 682-686 - [c306]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Kernel-based low-rank feature extraction on a budget for big data streams. GlobalSIP 2015: 928-932 - [c305]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marqués, Georgios B. Giannakis:
Microgrid dispatch and price of reliability using stochastic approximation. GlobalSIP 2015: 1131-1135 - [c304]Xin Wang, Tianyi Chen, Yu Zhang, Georgios B. Giannakis:
Optimal Dynamic Power Management for Green Coordinated Multipoint Systems. GLOBECOM 2015: 1-6 - [c303]Brian Baingana, Georgios B. Giannakis:
Kernel-based embeddings for large graphs with centrality constraints. ICASSP 2015: 1901-1905 - [c302]Daniel Romero, Seung-Jun Kim, Roberto López-Valcarce, Georgios B. Giannakis:
Spectrum cartography using quantized observations. ICASSP 2015: 3252-3256 - [c301]Dimitris K. Berberidis, Vassilis Kekatos, Gang Wang, Georgios B. Giannakis:
Adaptive censoring for large-scale regressions. ICASSP 2015: 5475-5479 - [c300]Xin Wang, Georgios B. Giannakis:
CSMA/CCA: A Modified CSMA/CA Protocol Mitigating the Fairness Problem for IEEE 802.11 DCF. MSAN 2015: 88-95 - [c299]Vassilis Kekatos, Liang Zhang, Georgios B. Giannakis, Ross Baldick:
Fast localized voltage regulation in single-phase distribution grids. SmartGridComm 2015: 725-730 - [c298]Shuyan Hu, Xin Wang, Yu Zhang, Georgios B. Giannakis:
Optimal resource allocation for smart-grid powered MIMO broadcast channels. WCSP 2015: 1-5 - [c297]Antonio G. Marqués, Sergio Molinero, Georgios B. Giannakis:
Underlay multi-hop cognitive networks with orthogonal access. WOWMOM 2015: 1-6 - [i45]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Sketch and Validate for Big Data Clustering. CoRR abs/1501.05590 (2015) - [i44]Georgios B. Giannakis, Qing Ling, Gonzalo Mateos, Ioannis D. Schizas, Hao Zhu:
Decentralized learning for wireless communications and networking. CoRR abs/1503.08855 (2015) - [i43]Yu Zhang, Georgios B. Giannakis:
Distributed Stochastic Market Clearing with High-Penetration Wind Power. CoRR abs/1504.03274 (2015) - [i42]Brian Baingana, Georgios B. Giannakis:
Joint community and anomaly tracking in dynamic networks. CoRR abs/1506.07611 (2015) - [i41]Gang Wang, Vassilis Kekatos, Antonio J. Conejo, Georgios B. Giannakis:
Ergodic Energy Management Leveraging Resource Variability in Distribution Grids. CoRR abs/1508.00654 (2015) - [i40]Vassilis Kekatos, Liang Zhang, Georgios B. Giannakis, Ross Baldick:
Voltage Regulation Algorithms for Multiphase Power Distribution Grids. CoRR abs/1508.06594 (2015) - [i39]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Large-scale subspace clustering using sketching and validation. CoRR abs/1510.01628 (2015) - 2014
- [j343]Shahrokh Farahmand, Georgios B. Giannakis, Geert Leus, Zhi Tian:
Tracking target signal strengths on a grid using sparsity. EURASIP J. Adv. Signal Process. 2014: 7 (2014) - [j342]Antonio G. Marqués, Emiliano Dall'Anese, Georgios B. Giannakis:
Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets. IEEE J. Sel. Areas Commun. 32(3): 641-653 (2014) - [j341]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks. IEEE J. Sel. Top. Signal Process. 8(4): 563-575 (2014) - [j340]Hao Zhu, Georgios B. Giannakis:
Power System Nonlinear State Estimation Using Distributed Semidefinite Programming. IEEE J. Sel. Top. Signal Process. 8(6): 1039-1050 (2014) - [j339]Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis:
Electricity Market Forecasting via Low-Rank Multi-Kernel Learning. IEEE J. Sel. Top. Signal Process. 8(6): 1182-1193 (2014) - [j338]Georgios B. Giannakis, Francis R. Bach, Raphael Cendrillon, Michael W. Mahoney, Jennifer Neville:
Signal Processing for Big Data [From the Guest Editors]. IEEE Signal Process. Mag. 31(5): 15-16 (2014) - [j337]Konstantinos Slavakis, Georgios B. Giannakis, Gonzalo Mateos:
Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge. IEEE Signal Process. Mag. 31(5): 18-31 (2014) - [j336]Konstantinos Slavakis, Seung-Jun Kim, Gonzalo Mateos, Georgios B. Giannakis:
Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes]. IEEE Signal Process. Mag. 31(6): 124-129 (2014) - [j335]Ketan Rajawat, Emiliano Dall'Anese, Georgios B. Giannakis:
Dynamic Network Delay Cartography. IEEE Trans. Inf. Theory 60(5): 2910-2920 (2014) - [j334]Pedro A. Forero, Ketan Rajawat, Georgios B. Giannakis:
Prediction of Partially Observed Dynamical Processes Over Networks via Dictionary Learning. IEEE Trans. Signal Process. 62(13): 3305-3320 (2014) - [c296]Dimitris Berberidis, Gang Wang, Georgios B. Giannakis, Vassilis Kekatos:
Online censoring for large-scale regressions. ACSSC 2014: 14-18 - [c295]Seung-Jun Kim, Georgios B. Giannakis, Kwang Y. Lee:
Online optimal power flow with renewables. ACSSC 2014: 355-360 - [c294]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Big data clustering via random sketching and validation. ACSSC 2014: 1046-1050 - [c293]Fatemeh Sheikholeslami, Morteza Mardani, Georgios B. Giannakis:
Classification of streaming big data with misses. ACSSC 2014: 1051-1055 - [c292]Yu Zhang, Georgios B. Giannakis:
Distributed market clearing with wind generation and large-scale dispatchable loads. CDC 2014: 941-946 - [c291]Mahdi Zamanighomi, Zhengdao Wang, Konstantinos Slavakis, Georgios B. Giannakis:
Linear minimum mean-square error estimation based on high-dimensional data with missing values. CISS 2014: 1-5 - [c290]Nasim Yahya Soltani, Georgios B. Giannakis:
Online learning of electric vehicle consumers' charging behavior with missing data. GlobalSIP 2014: 243-247 - [c289]Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis:
Clustering high-dimensional data via random sampling and consensus. GlobalSIP 2014: 307-311 - [c288]Gang Wang, Dimitris Berberidis, Vassilis Kekatos, Georgios B. Giannakis:
Online reconstruction from big data via compressive censoring. GlobalSIP 2014: 326-330 - [c287]Brian Baingana, Georgios B. Giannakis:
Tracking anomalous community memberships in time-varying networks. GlobalSIP 2014: 867-871 - [c286]Konstantinos Slavakis, Georgios B. Giannakis:
Online dictionary learning from big data using accelerated stochastic approximation algorithms. ICASSP 2014: 16-20 - [c285]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
A proximal gradient algorithm for tracking cascades over networks. ICASSP 2014: 4778-4782 - [c284]Seung-Jun Kim, Gang Wang, Georgios B. Giannakis:
Online semidefinite programming for power system state estimation. ICASSP 2014: 6024-6027 - [c283]Jarvis D. Haupt, Nikos D. Sidiropoulos, Georgios B. Giannakis:
Sparse dictionary learning from 1-BIT data. ICASSP 2014: 7664-7668 - [c282]Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis:
Kernel selection for power market inference via block successive upper bound minimization. ICASSP 2014: 7684-7688 - [c281]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Imputation of streaming low-rank tensor data. SAM 2014: 433-436 - [c280]Seung-Jun Kim, Georgios B. Giannakis:
Real-time electricity pricing for demand response using online convex optimization. ISGT 2014: 1-5 - [i38]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors. CoRR abs/1404.4667 (2014) - [i37]Emiliano Dall'Anese, Sairaj V. Dhople, Brian B. Johnson, Georgios B. Giannakis:
Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties. CoRR abs/1407.0597 (2014) - [i36]Morteza Mardani, Georgios B. Giannakis:
Estimating Traffic and Anomaly Maps via Network Tomography. CoRR abs/1407.1660 (2014) - [i35]Vassilis Kekatos, Gang Wang, Antonio J. Conejo, Georgios B. Giannakis:
Stochastic Reactive Power Management in Microgrids with Renewables. CoRR abs/1409.6758 (2014) - [i34]Swayambhoo Jain, Seung-Jun Kim, Georgios B. Giannakis:
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering. CoRR abs/1409.8359 (2014) - [i33]Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick:
Online Energy Price Matrix Factorization for Power Grid Topology Tracking. CoRR abs/1410.6095 (2014) - 2013
- [j333]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic Anomalography: Tracking Network Anomalies Via Sparsity and Low Rank. IEEE J. Sel. Top. Signal Process. 7(1): 50-66 (2013) - [j332]Xiaodong Cai, Juan Andrés Bazerque, Georgios B. Giannakis:
Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations. PLoS Comput. Biol. 9(5) (2013) - [j331]Juan Andrés Bazerque, Georgios B. Giannakis:
Nonparametric Basis Pursuit via Sparse Kernel-Based Learning: A Unifying View with Advances in Blind Methods. IEEE Signal Process. Mag. 30(4): 112-125 (2013) - [j330]Georgios B. Giannakis, Vassilis Kekatos, Nikolaos Gatsis, Seung-Jun Kim, Hao Zhu, Bruce F. Wollenberg:
Monitoring and Optimization for Power Grids: A Signal Processing Perspective. IEEE Signal Process. Mag. 30(5): 107-128 (2013) - [j329]Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Sparse Parametric Models for Robust Nonstationary Signal Analysis: Leveraging the Power of Sparse Regression. IEEE Signal Process. Mag. 30(6): 64-73 (2013) - [j328]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Recovery of Low-Rank Plus Compressed Sparse Matrices With Application to Unveiling Traffic Anomalies. IEEE Trans. Inf. Theory 59(8): 5186-5205 (2013) - [j327]Emiliano Dall'Anese, Hao Zhu, Georgios B. Giannakis:
Distributed Optimal Power Flow for Smart Microgrids. IEEE Trans. Smart Grid 4(3): 1464-1475 (2013) - [j326]Nikolaos Gatsis, Georgios B. Giannakis:
Decomposition Algorithms for Market Clearing With Large-Scale Demand Response. IEEE Trans. Smart Grid 4(4): 1976-1987 (2013) - [j325]Seung-Jun Kim, Georgios B. Giannakis:
Scalable and Robust Demand Response With Mixed-Integer Constraints. IEEE Trans. Smart Grid 4(4): 2089-2099 (2013) - [j324]Gonzalo Mateos, Georgios B. Giannakis:
Load Curve Data Cleansing and Imputation Via Sparsity and Low Rank. IEEE Trans. Smart Grid 4(4): 2347-2355 (2013) - [j323]Omar Mehanna, Nicholas D. Sidiropoulos, Georgios B. Giannakis:
Joint Multicast Beamforming and Antenna Selection. IEEE Trans. Signal Process. 61(10): 2660-2674 (2013) - [j322]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Decentralized Sparsity-Regularized Rank Minimization: Algorithms and Applications. IEEE Trans. Signal Process. 61(21): 5374-5388 (2013) - [j321]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation. IEEE Trans. Signal Process. 61(22): 5689-5703 (2013) - [j320]Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis:
Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks. IEEE Trans. Wirel. Commun. 12(3): 1098-1107 (2013) - [j319]Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis:
Resource Allocation for OFDMA Cognitive Radios Under Channel Uncertainty. IEEE Trans. Wirel. Commun. 12(7): 3578-3587 (2013) - [c279]Emiliano Dall'Anese, Georgios B. Giannakis:
Optimal distributed generation placement in distribution systems via semidefinite relaxation. ACSSC 2013: 369-373 - [c278]Seung-Jun Kim, Georgios B. Giannakis:
Load forecasting via low rank plus sparse matrix factorization. ACSSC 2013: 1682-1686 - [c277]Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis:
Low-rank kernel learning for electricity market inference. ACSSC 2013: 1768-1772 - [c276]Vassilis Kekatos, Evangelos Vlachos, Dimitris Ampeliotis, Georgios B. Giannakis, Kostas Berberidis:
A decentralized approach to generalized power system state estimation. CAMSAP 2013: 77-80 - [c275]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic structural equation models for tracking topologies of social networksy. CAMSAP 2013: 292-295 - [c274]Seung-Jun Kim, Georgios B. Giannakis:
Dynamic learning for cognitive radio sensing. CAMSAP 2013: 388-391 - [c273]Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis:
Online learning of load elasticity for electric vehicle charging. CAMSAP 2013: 436-439 - [c272]Emiliano Dall'Anese, Antonio G. Marqués, Georgios B. Giannakis:
Primary receiver localization using sparsity and interference tweets. CAMSAP 2013: 452-455 - [c271]Maria Gabriela Martinez, Nikolaos Gatsis, Georgios B. Giannakis:
Stochastic programming for energy planning in microgrids with renewables. CAMSAP 2013: 472-475 - [c270]Konstantinos Slavakis, Georgios B. Giannakis, Geert Leus:
Robust sparse embedding and reconstruction via dictionary learning. CISS 2013: 1-6 - [c269]Morteza Mardani, Georgios B. Giannakis:
Robust tomography via network traffic maps leveraging sparsity and low rank. GlobalSIP 2013: 811-814 - [c268]Yu Zhang, Nikolaos Gatsis, Georgios B. Giannakis:
Disaggregated bundle methods for distributed market clearing in power networks. GlobalSIP 2013: 835-838 - [c267]Juan Andrés Bazerque, Brian Baingana, Georgios B. Giannakis:
Identifiability of sparse structural equation models for directed and cyclic networks. GlobalSIP 2013: 839-842 - [c266]Seung-Jun Kim, Georgios B. Giannakis:
Cognitive radio spectrum prediction using dictionary learning. GLOBECOM 2013: 3206-3211 - [c265]Brian Baingana, Georgios B. Giannakis:
Centrality-constrained graph embedding. ICASSP 2013: 3113-3117 - [c264]Antonio G. Marqués, Emiliano Dall'Anese, Georgios B. Giannakis:
Joint resource allocation and receiver map estimation in underlay cognitive radios. ICASSP 2013: 4429-4433 - [c263]Morteza Mardani, Georgios B. Giannakis:
Robust network traffic estimation via sparsity and low rank. ICASSP 2013: 4529-4533 - [c262]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Rank minimization for subspace tracking from incomplete data. ICASSP 2013: 5681-5685 - [c261]Konstantinos Slavakis, Geert Leus, Georgios B. Giannakis:
Online robust portfolio risk management using total least-squares and parallel splitting algorithms. ICASSP 2013: 5686-5690 - [c260]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Inference of Poisson count processes using low-rank tensor data. ICASSP 2013: 5989-5993 - [c259]Yu Zhang, Nikolaos Gatsis, Vassilis Kekatos, Georgios B. Giannakis:
Risk-aware management of distributed energy resources. DSP 2013: 1-5 - [c258]Vassilis Kekatos, Sriharsha Veeramachaneni, Marc Light, Georgios B. Giannakis:
Day-ahead electricity market forecasting using kernels. ISGT 2013: 1-5 - [c257]Yu Zhang, Nikolaos Gatsis, Georgios B. Giannakis:
Risk-constrained energy management with multiple wind farms. ISGT 2013: 1-6 - [c256]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Georgios B. Giannakis, Vassilis Kekatos:
Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification. ISWCS 2013: 1-5 - [c255]Yu Zhang, Georgios B. Giannakis:
Robust optimal power flow with wind integration using conditional value-at-risk. SmartGridComm 2013: 654-659 - [c254]Emiliano Dall'Anese, Antonio G. Marqués, Georgios B. Giannakis:
Hierarchical spectrum sharing using interference tweets. SPAWC 2013: 140-144 - [i32]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Rank regularization and Bayesian inference for tensor completion and extrapolation. CoRR abs/1301.7619 (2013) - [i31]Gonzalo Mateos, Georgios B. Giannakis:
Load curve data cleansing and imputation via sparsity and low rank. CoRR abs/1301.7627 (2013) - [i30]Brian Baingana, Georgios B. Giannakis:
Centrality-constrained graph embedding. CoRR abs/1302.0870 (2013) - [i29]Juan Andrés Bazerque, Georgios B. Giannakis:
Nonparametric Basis Pursuit via Sparse Kernel-based Learning. CoRR abs/1302.5449 (2013) - [i28]Emiliano Dall'Anese, Georgios B. Giannakis:
Sparsity-leveraging Reconfiguration of Smart Distribution Systems. CoRR abs/1303.5802 (2013) - [i27]Brian Baingana, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic Structural Equation Models for Social Network Topology Inference. CoRR abs/1309.6683 (2013) - [i26]Vassilis Kekatos, Yu Zhang, Georgios B. Giannakis:
Electricity Market Forecasting via Low-Rank Multi-Kernel Learning. CoRR abs/1310.0865 (2013) - [i25]Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick:
Grid Topology Identification using Electricity Prices. CoRR abs/1312.0516 (2013) - [i24]Gang Wang, Seung-Jun Kim, Georgios B. Giannakis:
Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation. CoRR abs/1312.5349 (2013) - 2012
- [j318]Daniele Angelosante, Georgios B. Giannakis:
Group lassoing change-points in piecewise-constant AR. EURASIP J. Adv. Signal Process. 2012: 70 (2012) - [j317]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos:
Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints. IEEE J. Sel. Areas Commun. 30(10): 1922-1933 (2012) - [j316]Emiliano Dall'Anese, Georgios B. Giannakis:
Statistical Routing for Multihop Wireless Cognitive Networks. IEEE J. Sel. Areas Commun. 30(10): 1983-1993 (2012) - [j315]Emiliano Dall'Anese, Juan Andrés Bazerque, Georgios B. Giannakis:
Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers. Phys. Commun. 5(2): 161-172 (2012) - [j314]Nikolaos Gatsis, Georgios B. Giannakis:
Residential Load Control: Distributed Scheduling and Convergence With Lost AMI Messages. IEEE Trans. Smart Grid 3(2): 770-786 (2012) - [j313]Eric J. Msechu, Georgios B. Giannakis:
Sensor-Centric Data Reduction for Estimation With WSNs via Censoring and Quantization. IEEE Trans. Signal Process. 60(1): 400-414 (2012) - [j312]Gonzalo Mateos, Georgios B. Giannakis:
Robust Nonparametric Regression via Sparsity Control With Application to Load Curve Data Cleansing. IEEE Trans. Signal Process. 60(4): 1571-1584 (2012) - [j311]Ioannis D. Schizas, Georgios B. Giannakis:
Covariance Eigenvector Sparsity for Compression and Denoising. IEEE Trans. Signal Process. 60(5): 2408-2421 (2012) - [j310]Morteza Mardani, Seung-Jun Kim, Georgios B. Giannakis:
Cross-Layer Design of Wireless Multihop Random Access Networks. IEEE Trans. Signal Process. 60(5): 2562-2574 (2012) - [j309]Shahrokh Farahmand, Georgios B. Giannakis:
Robust RLS in the Presence of Correlated Noise Using Outlier Sparsity. IEEE Trans. Signal Process. 60(6): 3308-3313 (2012) - [j308]Gonzalo Mateos, Georgios B. Giannakis:
Distributed Recursive Least-Squares: Stability and Performance Analysis. IEEE Trans. Signal Process. 60(7): 3740-3754 (2012) - [j307]Pedro A. Forero, Georgios B. Giannakis:
Sparsity-Exploiting Robust Multidimensional Scaling. IEEE Trans. Signal Process. 60(8): 4118-4134 (2012) - [j306]Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis:
Robust Clustering Using Outlier-Sparsity Regularization. IEEE Trans. Signal Process. 60(8): 4163-4177 (2012) - [j305]Gonzalo Mateos, Georgios B. Giannakis:
Robust PCA as Bilinear Decomposition With Outlier-Sparsity Regularization. IEEE Trans. Signal Process. 60(10): 5176-5190 (2012) - [j304]Yu Zhang, Emiliano Dall'Anese, Georgios B. Giannakis:
Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties. IEEE Trans. Signal Process. 60(12): 6495-6508 (2012) - [j303]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos, Antonio J. Caamaño:
Optimal Cross-Layer Resource Allocation in Cellular Networks Using Channel- and Queue-State Information. IEEE Trans. Veh. Technol. 61(6): 2789-2807 (2012) - [j302]Ketan Rajawat, Alfonso Cano, Georgios B. Giannakis:
Network-Compressive Coding for Wireless Sensors with Correlated Data. IEEE Trans. Wirel. Commun. 11(12): 4264-4274 (2012) - [c253]Nikolaos Gatsis, Georgios B. Giannakis:
Asynchronous subgradient methods with unbounded delays for communication networks. CDC 2012: 5870-5875 - [c252]Pedro A. Forero, Ketan Rajawat, Georgios B. Giannakis:
Semi-supervised dictionary learning for network-wide link load prediction. CIP 2012: 1-5 - [c251]Seung-Jun Kim, TaeHyun Hwang, Georgios B. Giannakis:
Sparse robust matrix tri-factorization with application to cancer genomics. CIP 2012: 1-6 - [c250]Vassilis Kekatos, Georgios B. Giannakis:
Decentralized power system state estimation. GLOBECOM 2012: 3141-3146 - [c249]Nasim Yahya Soltani, Seung-Jun Kim, Georgios B. Giannakis:
Chance-constrained optimization of uplink parameters for OFDMA cognitive radios. ICASSP 2012: 2813-2816 - [c248]Alfonso Cano, Georgios B. Giannakis:
Distributed belief propagation using sensor networks with correlated observations. ICASSP 2012: 2841-2844 - [c247]Yu Zhang, Emiliano Dall'Anese, Georgios B. Giannakis:
Distributed robust beamforming for MIMO cognitive networks. ICASSP 2012: 2953-2956 - [c246]Emiliano Dall'Anese, Georgios B. Giannakis:
Statistical routing for cognitive random access networks. ICASSP 2012: 2957-2960 - [c245]Massoud Babaie-Zadeh, Behzad Mehrdad, Georgios B. Giannakis:
Weighted sparse signal decomposition. ICASSP 2012: 3425-3428 - [c244]Yu Zhang, Nikolaos Gatsis, Georgios B. Giannakis:
Robust distributed energy management for microgrids with renewables. SmartGridComm 2012: 510-515 - [c243]Hao Zhu, Georgios B. Giannakis:
Multi-area state estimation using distributed SDP for nonlinear power systems. SmartGridComm 2012: 623-628 - [c242]Gonzalo Mateos, Georgios B. Giannakis:
Spatiotemporal load curve data cleansing and imputation via sparsity and low rank. SmartGridComm 2012: 653-658 - [c241]Seung-Jun Kim, Swayambhoo Jain, Georgios B. Giannakis:
Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering. SPAWC 2012: 65-69 - [c240]Omar Mehanna, Nicholas D. Sidiropoulos, Georgios B. Giannakis:
Multicast beamforming with antenna selection. SPAWC 2012: 70-74 - [c239]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Distributed nuclear norm minimization for matrix completion. SPAWC 2012: 354-358 - [c238]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Exact recovery of low-rank plus compressed sparse matrices. SSP 2012: 49-52 - [c237]Ketan Rajawat, Emiliano Dall'Anese, Georgios B. Giannakis:
Dynamic network kriging. SSP 2012: 121-124 - [c236]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Nonparametric low-rank tensor imputation. SSP 2012: 876-879 - [i23]Ioannis D. Schizas, Georgios B. Giannakis:
Covariance Eigenvector Sparsity for Compression and Denoising. CoRR abs/1201.3599 (2012) - [i22]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
In-network Sparsity-regularized Rank Minimization: Algorithms and Applications. CoRR abs/1203.1570 (2012) - [i21]Ketan Rajawat, Emiliano Dall'Anese, Georgios B. Giannakis:
Dynamic Network Delay Cartography. CoRR abs/1204.5507 (2012) - [i20]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Recovery of Low-Rank Plus Compressed Sparse Matrices with Application to Unveiling Traffic Anomalies. CoRR abs/1204.6537 (2012) - [i19]Hao Zhu, Georgios B. Giannakis:
Robust Power System State Estimation for the Nonlinear AC Flow Model. CoRR abs/1206.4900 (2012) - [i18]Emiliano Dall'Anese, Georgios B. Giannakis:
Statistical Routing for Multihop Wireless Cognitive Networks. CoRR abs/1207.1035 (2012) - [i17]Yu Zhang, Nikolaos Gatsis, Georgios B. Giannakis:
Robust Management of Distributed Energy Resources for Microgrids with Renewables. CoRR abs/1207.4831 (2012) - [i16]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Dynamic Anomalography: Tracking Network Anomalies via Sparsity and Low Rank. CoRR abs/1208.4043 (2012) - [i15]Yu Zhang, Emiliano Dall'Anese, Georgios B. Giannakis:
Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties. CoRR abs/1209.1180 (2012) - [i14]Emiliano Dall'Anese, Hao Zhu, Georgios B. Giannakis:
Distributed Optimal Power Flow for Smart Microgrids. CoRR abs/1211.5856 (2012) - 2011
- [j301]Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis:
Cross-Layer Design of Coded Multicast for Wireless Random Access Networks. IEEE J. Sel. Areas Commun. 29(10): 1970-1980 (2011) - [j300]Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis:
Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering. IEEE J. Sel. Top. Signal Process. 5(1): 24-36 (2011) - [j299]Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis:
Distributed Clustering Using Wireless Sensor Networks. IEEE J. Sel. Top. Signal Process. 5(4): 707-724 (2011) - [j298]Hao Zhu, Georgios B. Giannakis:
Exploiting Sparse User Activity in Multiuser Detection. IEEE Trans. Commun. 59(2): 454-465 (2011) - [j297]Seung-Jun Kim, Georgios B. Giannakis:
Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks. IEEE Trans. Inf. Theory 57(5): 3117-3131 (2011) - [j296]Xin Wang, Georgios B. Giannakis:
Resource Allocation for Wireless Multiuser OFDM Networks. IEEE Trans. Inf. Theory 57(7): 4359-4372 (2011) - [j295]Ketan Rajawat, Nikolaos Gatsis, Georgios B. Giannakis:
Cross-Layer Designs in Coded Wireless Fading Networks With Multicast. IEEE/ACM Trans. Netw. 19(5): 1276-1289 (2011) - [j294]Hao Zhu, Geert Leus, Georgios B. Giannakis:
Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling. IEEE Trans. Signal Process. 59(5): 2002-2016 (2011) - [j293]Vassilis Kekatos, Georgios B. Giannakis:
From Sparse Signals to Sparse Residuals for Robust Sensing. IEEE Trans. Signal Process. 59(7): 3355-3368 (2011) - [j292]Nikolaos Gatsis, Georgios B. Giannakis:
Power Control With Imperfect Exchanges and Applications to Spectrum Sharing. IEEE Trans. Signal Process. 59(7): 3410-3423 (2011) - [j291]Shahrokh Farahmand, Stergios I. Roumeliotis, Georgios B. Giannakis:
Set-Membership Constrained Particle Filter: Distributed Adaptation for Sensor Networks. IEEE Trans. Signal Process. 59(9): 4122-4138 (2011) - [j290]Shahrokh Farahmand, Georgios B. Giannakis, Daniele Angelosante:
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints. IEEE Trans. Signal Process. 59(10): 4529-4543 (2011) - [j289]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Group-Lasso on Splines for Spectrum Cartography. IEEE Trans. Signal Process. 59(10): 4648-4663 (2011) - [j288]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Optimizing Orthogonal Multiple Access Based on Quantized Channel State Information. IEEE Trans. Signal Process. 59(10): 5023-5038 (2011) - [j287]Vassilis Kekatos, Georgios B. Giannakis:
Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation. IEEE Trans. Signal Process. 59(12): 5907-5920 (2011) - [j286]Ketan Rajawat, Georgios B. Giannakis:
Joint Scheduling and Network Coding for Multicast in Delay-Constrained Wireless Networks. IEEE Trans. Signal Process. 59(12): 6186-6196 (2011) - [j285]Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis:
Channel Gain Map Tracking via Distributed Kriging. IEEE Trans. Veh. Technol. 60(3): 1205-1211 (2011) - [j284]Guobing Li, Alfonso Cano, Jesús Gómez-Vilardebó, Georgios B. Giannakis, Ana I. Pérez-Neira:
High-Throughput Multi-Source Cooperation via Complex-Field Network Coding. IEEE Trans. Wirel. Commun. 10(5): 1606-1617 (2011) - [j283]Seung-Jun Kim, Guobing Li, Georgios B. Giannakis:
Multi-Band Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic. IEEE Trans. Wirel. Commun. 10(10): 3506-3515 (2011) - [j282]Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin:
Power Control for Cognitive Radio Networks Under Channel Uncertainty. IEEE Trans. Wirel. Commun. 10(10): 3541-3551 (2011) - [c235]Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
Unveiling anomalies in large-scale networks via sparsity and low rank. ACSCC 2011: 403-407 - [c234]Pedro A. Forero, Georgios B. Giannakis:
Robust multi-dimensional scaling via outlier-sparsity control. ACSCC 2011: 1183-1187 - [c233]Seung-Jun Kim, Nitin Jain, Georgios B. Giannakis, Pedro A. Forero:
Joint link learning and cognitive radio sensing. ACSCC 2011: 1415-1419 - [c232]Ketan Rajawat, Emiliano Dall'Anese, Georgios B. Giannakis:
Joint rate and power control for coded cognitive radio networks. ACSCC 2011: 1638-1642 - [c231]Seung-Jun Kim, Georgios B. Giannakis:
Efficient and scalable demand response for the smart power grid. CAMSAP 2011: 109-112 - [c230]Vassilis Kekatos, Georgios B. Giannakis:
A convex relaxation approach to optimal placement of phasor measurement units. CAMSAP 2011: 145-148 - [c229]Antonio G. Marqués, Luis M. Lopez-Ramos, Georgios B. Giannakis, Javier Ramos:
Adaptive underlay cognitive radios with imperfect CSI and probabilistic interference constraints. CAMSAP 2011: 161-164 - [c228]Emiliano Dall'Anese, Georgios B. Giannakis:
Distributed cognitive spectrum sensing via group sparse total least-squares. CAMSAP 2011: 341-344 - [c227]Nikolaos Gatsis, Georgios B. Giannakis:
Residential demand response with interruptible tasks: Duality and algorithms. CDC/ECC 2011: 1-6 - [c226]Nikolaos Gatsis, Georgios B. Giannakis:
Cooperative multi-residence demand response scheduling. CISS 2011: 1-6 - [c225]Ketan Rajawat, Nikolaos Gatsis, Seung-Jun Kim, Georgios B. Giannakis:
Cross-layer design of coded multicast for wireless random access networks. CISS 2011: 1-6 - [c224]Vassilis Kekatos, Georgios B. Giannakis:
Compressed sensing for volterra and polynomial regression models. EUSIPCO 2011: 373-377 - [c223]Gonzalo Mateos, Georgios B. Giannakis:
Robust conjoint analysis by controlling outlier sparsity. EUSIPCO 2011: 1914-1918 - [c222]Shahrokh Farahmand, Georgios B. Giannakis, Geert Leus, Zhi Tian:
Sparsity-aware Kalman tracking of target signal strengths on a grid. FUSION 2011: 1-6 - [c221]Eric J. Msechu, Georgios B. Giannakis:
Decentralized data selection for MAP estimation: A censoring and quantization approach. FUSION 2011: 1-8 - [c220]Xiaodong Cai, Juan Andrés Bazerque, Georgios B. Giannakis:
Gene network inference via sparse structural equation modeling with genetic perturbations. GENSiPS 2011: 66-69 - [c219]Georgios B. Giannakis, Gonzalo Mateos, Shahrokh Farahmand, Vassilis Kekatos, Hao Zhu:
USPACOR: Universal sparsity-controlling outlier rejection. ICASSP 2011: 1952-1955 - [c218]Daniele Angelosante, Georgios B. Giannakis:
Sparse graphical modeling of piecewise-stationary time series. ICASSP 2011: 1960-1963 - [c217]Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis:
Outlier-aware robust clustering. ICASSP 2011: 2244-2247 - [c216]Ioannis D. Schizas, Georgios B. Giannakis:
Eigenspace sparsity for compression and denoising. ICASSP 2011: 2912-2915 - [c215]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Basis pursuit for spectrum cartography. ICASSP 2011: 2992-2995 - [c214]Seung-Jun Kim, Nasim Yahya Soltani, Georgios B. Giannakis:
Resource allocation for OFDMA cognitive radios under channel uncertainty. ICASSP 2011: 3188-3191 - [c213]Antonio G. Marqués, Georgios B. Giannakis, Luis M. Lopez-Ramos, Javier Ramos:
Stochastic resource allocation for cognitive radio networks based on imperfect state information. ICASSP 2011: 3196-3199 - [c212]Hao Zhu, Georgios B. Giannakis, Geert Leus:
Weighted and structured sparse total least-squares for perturbed compressive sampling. ICASSP 2011: 3792-3795 - [c211]Gonzalo Mateos, Georgios B. Giannakis:
Robust nonparametric regression by controlling sparsity. ICASSP 2011: 3880-3883 - [c210]Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis, Silvano Pupolin:
Power Allocation for Cognitive Radio Networks under Channel Uncertainty. ICC 2011: 1-6 - [c209]Daniele Angelosante, Georgios B. Giannakis:
Group lassoing change-points in piecewise-stationary AR signals. DSP 2011: 1-8 - [c208]Emiliano Dall'Anese, Seung-Jun Kim, Georgios B. Giannakis:
Admission and power control for cognitive radio networks by sequential geometric programming. DSP 2011: 1-8 - [c207]Hao Zhu, Georgios B. Giannakis:
Lassoing line outages in the smart power grid. SmartGridComm 2011: 570-575 - [i13]Vassilis Kekatos, Georgios B. Giannakis:
Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation. CoRR abs/1103.0769 (2011) - [i12]Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis:
Robust Clustering Using Outlier-Sparsity Regularization. CoRR abs/1104.4512 (2011) - [i11]Shahrokh Farahmand, Georgios B. Giannakis, Daniele Angelosante:
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints. CoRR abs/1104.5286 (2011) - [i10]Shahrokh Farahmand, Georgios B. Giannakis, Geert Leus, Zhi Tian:
Tracking Target Signal Strengths on a Grid using Sparsity. CoRR abs/1104.5288 (2011) - [i9]Hao Zhu, Georgios B. Giannakis:
Lassoing Line Outages in the Smart Power Grid. CoRR abs/1105.3168 (2011) - [i8]Gonzalo Mateos, Georgios B. Giannakis:
Distributed Recursive Least-Squares: Stability and Performance Analysis. CoRR abs/1109.4627 (2011) - [i7]Gonzalo Mateos, Georgios B. Giannakis:
Robust PCA as Bilinear Decomposition with Outlier-Sparsity Regularization. CoRR abs/1111.1788 (2011) - 2010
- [j281]Daniele Angelosante, Emanuele Grossi, Georgios B. Giannakis, Marco Lops:
Sparsity-Aware Estimation of CDMA System Parameters. EURASIP J. Adv. Signal Process. 2010 (2010) - [j280]Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis:
Consensus-Based Distributed Support Vector Machines. J. Mach. Learn. Res. 11: 1663-1707 (2010) - [j279]Georgios N. Lilis, Daniele Angelosante, Georgios B. Giannakis:
Sound Field Reproduction using the Lasso. IEEE Trans. Speech Audio Process. 18(8): 1902-1912 (2010) - [j278]Nikolaos Gatsis, Antonio G. Marqués, Georgios B. Giannakis:
Power control for cooperative dynamic spectrum access networks with diverse QoS constraints. IEEE Trans. Commun. 58(3): 933-944 (2010) - [j277]Alejandro Ribeiro, Georgios B. Giannakis:
Separation principles in wireless networking. IEEE Trans. Inf. Theory 56(9): 4488-4505 (2010) - [j276]Juan Andrés Bazerque, Georgios B. Giannakis:
Distributed spectrum sensing for cognitive radio networks by exploiting sparsity. IEEE Trans. Signal Process. 58(3): 1847-1862 (2010) - [j275]Daniele Angelosante, Juan Andrés Bazerque, Georgios B. Giannakis:
Online adaptive estimation of sparse signals: where RLS meets the l1-norm. IEEE Trans. Signal Process. 58(7): 3436-3447 (2010) - [j274]Seung-Jun Kim, Georgios B. Giannakis:
Sequential and cooperative sensing for multi-channel cognitive radios. IEEE Trans. Signal Process. 58(8): 4239-4253 (2010) - [j273]Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Estimating multiple frequency-hopping signal parameters via sparse linear regression. IEEE Trans. Signal Process. 58(10): 5044-5056 (2010) - [j272]Gonzalo Mateos, Juan Andrés Bazerque, Georgios B. Giannakis:
Distributed sparse linear regression. IEEE Trans. Signal Process. 58(10): 5262-5276 (2010) - [j271]Nikolaos Gatsis, Alejandro Ribeiro, Georgios B. Giannakis:
A class of convergent algorithms for resource allocation in wireless fading networks. IEEE Trans. Wirel. Commun. 9(5): 1808-1823 (2010) - [j270]Hao Zhu, Alfonso Cano, Georgios B. Giannakis:
Distributed consensus-based demodulation: algorithms and error analysis. IEEE Trans. Wirel. Commun. 9(6): 2044-2054 (2010) - [c206]Seung-Jun Kim, Emiliano Dall'Anese, Georgios B. Giannakis, Silvano Pupolin:
Collaborative channel gain map tracking for cognitive radios. CIP 2010: 338-343 - [c205]Seung-Jun Kim, Guobing Li, Georgios B. Giannakis:
Minimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios. GLOBECOM 2010: 1-5 - [c204]Zhaohui Wang, Shengli Zhou, Georgios B. Giannakis, Christian R. Berger, Jie Huang:
Frequency-Domain Oversampling for Zero-Padded OFDM in Underwater Acoustic Communications. GLOBECOM 2010: 1-5 - [c203]Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis:
Convergence analysis of consensus-based distributed clustering. ICASSP 2010: 1890-1893 - [c202]Seung-Jun Kim, Georgios B. Giannakis:
Sequential cooperative sensing for multi-channel cognitive radios. ICASSP 2010: 2950-2953 - [c201]Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis:
Distributed Lasso for in-network linear regression. ICASSP 2010: 2978-2981 - [c200]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Stochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis. ICASSP 2010: 3154-3157 - [c199]Shahrokh Farahmand, Stergios I. Roumeliotis, Georgios B. Giannakis:
Particle filter adaptation for distributed sensors via set membership. ICASSP 2010: 3374-3377 - [c198]Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Multiple frequency-hopping signal estimation via sparse regression. ICASSP 2010: 3502-3505 - [c197]Hao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee:
Sparsity-cognizant overlapping co-clustering for behavior inference in social networks. ICASSP 2010: 3534-3537 - [c196]Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis:
Consensus-based distributed linear support vector machines. IPSN 2010: 35-46 - [i6]Ketan Rajawat, Nikolaos Gatsis, Georgios B. Giannakis:
Cross-Layer Designs in Coded Wireless Fading Networks with Multicast. CoRR abs/1003.5239 (2010) - [i5]Hao Zhu, Geert Leus, Georgios B. Giannakis:
Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling. CoRR abs/1008.2996 (2010) - [i4]Nikolaos Gatsis, Georgios B. Giannakis:
Power Control with Imperfect Exchanges and Applications to Spectrum Sharing. CoRR abs/1008.3940 (2010) - [i3]Vassilis Kekatos, Georgios B. Giannakis:
From Sparse Signals to Sparse Residuals for Robust Sensing. CoRR abs/1011.0450 (2010)
2000 – 2009
- 2009
- [j269]Seung-Jun Kim, Georgios B. Giannakis:
Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios. EURASIP J. Adv. Signal Process. 2009 (2009) - [j268]Gonzalo Mateos, Ioannis D. Schizas, Georgios B. Giannakis:
Performance Analysis of the Consensus-Based Distributed LMS Algorithm. EURASIP J. Adv. Signal Process. 2009 (2009) - [j267]Tairan Wang, Georgios B. Giannakis:
Capacity Scaling of Wireless Networks with Complex Field Network Coding. J. Commun. 4(11): 830-840 (2009) - [j266]Ioannis D. Schizas, Gonzalo Mateos, Georgios B. Giannakis:
Distributed LMS for consensus-based in-network adaptive processing. IEEE Trans. Signal Process. 57(6): 2365-2382 (2009) - [j265]Hao Zhu, Ioannis D. Schizas, Georgios B. Giannakis:
Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs. IEEE Trans. Signal Process. 57(8): 3193-3207 (2009) - [j264]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Dynamic resource management for cognitive radios using limited-rate feedback. IEEE Trans. Signal Process. 57(9): 3651-3666 (2009) - [j263]Hao Zhu, Georgios B. Giannakis, Alfonso Cano:
Distributed in-network channel decoding. IEEE Trans. Signal Process. 57(10): 3970-3983 (2009) - [j262]Gonzalo Mateos, Ioannis D. Schizas, Georgios B. Giannakis:
Distributed recursive least-squares for consensus-based in-network adaptive estimation. IEEE Trans. Signal Process. 57(11): 4583-4588 (2009) - [c195]Seung-Jun Kim, Georgios B. Giannakis:
Rate-optimal and reduced-complexity sequential sensing algorithms for cognitive OFDM radios. CISS 2009: 141-146 - [c194]Nikolaos Gatsis, Alejandro Ribeiro, Georgios B. Giannakis:
Cross-layer optimization of wireless fading ad-hoc networks. ICASSP 2009: 2353-2356 - [c193]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis. ICASSP 2009: 2357-2360 - [c192]Tairan Wang, Georgios B. Giannakis:
Capacity scaling of wireless networks with complex field network coding. ICASSP 2009: 2425-2428 - [c191]Ketan Rajawat, Tairan Wang, Georgios B. Giannakis:
An algebraic polyphase approach to wireless network coding. ICASSP 2009: 2441-2444 - [c190]Alfonso Cano Pleite, Jesús Gómez-Vilardebó, Ana I. Pérez-Neira, Georgios B. Giannakis:
High-rate distributed multi-source cooperation using complex field coding. ICASSP 2009: 2633-2636 - [c189]Daniele Angelosante, Georgios B. Giannakis:
RLS-weighted Lasso for adaptive estimation of sparse signals. ICASSP 2009: 3245-3248 - [c188]Daniele Angelosante, Georgios B. Giannakis, Emanuele Grossi:
Compressed sensing of time-varying signals. DPS 2009: 1-8 - [c187]Nikolas Trawny, Stergios I. Roumeliotis, Georgios B. Giannakis:
Cooperative multi-robot localization under communication constraints. ICRA 2009: 4394-4400 - [c186]Hao Zhu, Georgios B. Giannakis:
Sparsity-embracing multiuser detection for CDMA systems with low activity factory. ISIT 2009: 164-168 - [c185]Georgios N. Lilis, Daniele Angelosante, Georgios B. Giannakis:
Parsimonious sound field synthesis using compressive sampling. WASPAA 2009: 253-256 - [i2]Antonio G. Marqués, Georgios B. Giannakis, Javier Ramos:
Optimizing Orthogonal Multiple Access based on Quantized Channel State Information. CoRR abs/0909.0760 (2009) - 2008
- [j261]Alfonso Cano, Tairan Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Link-Adaptive Distributed Coding for Multisource Cooperation. EURASIP J. Adv. Signal Process. 2008 (2008) - [j260]Xiliang Luo, Georgios B. Giannakis:
Energy-Constrained Optimal Quantization for Wireless Sensor Networks. EURASIP J. Adv. Signal Process. 2008 (2008) - [j259]Ioannis D. Schizas, Georgios B. Giannakis, Nihar Jindal:
Distortion-Rate Bounds for Distributed Estimation Using Wireless Sensor Networks. EURASIP J. Adv. Signal Process. 2008 (2008) - [j258]Tairan Wang, Georgios B. Giannakis:
Complex Field Network Coding for Multiuser Cooperative Communications. IEEE J. Sel. Areas Commun. 26(3): 561-571 (2008) - [j257]Juan Andrés Bazerque, Georgios B. Giannakis:
Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios. Mob. Networks Appl. 13(5): 452-462 (2008) - [j256]Renqiu Wang, Wanlun Zhao, Georgios B. Giannakis:
CRC-assisted error correction in a convolutionally coded system. IEEE Trans. Commun. 56(11): 1807-1815 (2008) - [j255]Tairan Wang, Georgios B. Giannakis, Renqiu Wang:
Smart regenerative relays for link-adaptive cooperative communications. IEEE Trans. Commun. 56(11): 1950-1960 (2008) - [j254]Tairan Wang, Georgios B. Giannakis:
Mutual Information Jammer-Relay Games. IEEE Trans. Inf. Forensics Secur. 3(2): 290-303 (2008) - [j253]Xin Wang, Georgios B. Giannakis:
Power-Efficient Resource Allocation for Time-Division Multiple Access Over Fading Channels. IEEE Trans. Inf. Theory 54(3): 1225-1240 (2008) - [j252]Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis:
Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals. IEEE Trans. Signal Process. 56(1): 350-364 (2008) - [j251]Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis:
Blind and Semiblind Channel and Carrier Frequency-Offset Estimation in Orthogonally Space-Time Block Coded MIMO Systems. IEEE Trans. Signal Process. 56(2): 702-711 (2008) - [j250]Ioannis D. Schizas, Georgios B. Giannakis, Stergios I. Roumeliotis, Alejandro Ribeiro:
Consensus in Ad Hoc WSNs With Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals. IEEE Trans. Signal Process. 56(4): 1650-1666 (2008) - [j249]Eric J. Msechu, Stergios I. Roumeliotis, Alejandro Ribeiro, Georgios B. Giannakis:
Decentralized Quantized Kalman Filtering With Scalable Communication Cost. IEEE Trans. Signal Process. 56(8-1): 3727-3741 (2008) - [j248]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Minimizing Transmit Power for Coherent Communications in Wireless Sensor Networks With Finite-Rate Feedback. IEEE Trans. Signal Process. 56(9): 4446-4457 (2008) - [j247]Xin Wang, Antonio G. Marqués, Georgios B. Giannakis:
Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback. IEEE Trans. Signal Process. 56(9): 4470-4485 (2008) - [j246]Yingqun Yu, Georgios B. Giannakis:
Cross-Layer Congestion and Contention Control for Wireless Ad Hoc Networks. IEEE Trans. Wirel. Commun. 7(1): 37-42 (2008) - [j245]Antonio G. Marqués, Georgios B. Giannakis, Fadel F. Digham, F. Javier Ramos:
Power-efficient wireless OFDMA using limited-rate feedback. IEEE Trans. Wirel. Commun. 7(2): 685-696 (2008) - [j244]Xin Wang, Yingqun Yu, Georgios B. Giannakis:
Design and Analysis of Cross-Layer Tree Algorithms for Wireless Random Access. IEEE Trans. Wirel. Commun. 7(3): 909-919 (2008) - [j243]Shahrokh Farahmand, Xiliang Luo, Georgios B. Giannakis:
Orthogonally-spread block transmissions for ultra-wideband impulse radios. IEEE Trans. Wirel. Commun. 7(10): 3668-3673 (2008) - [j242]Alejandro Ribeiro, Nikolas D. Sidiropoulos, Georgios B. Giannakis:
Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks. IEEE Trans. Wirel. Commun. 7(11-1): 4261-4272 (2008) - [c184]Hao Zhu, Alfonso Cano, Georgios B. Giannakis:
Distributed demodulation using consensus averaging in wireless sensor networks. ACSCC 2008: 1170-1174 - [c183]Juan Andrés Bazerque, Georgios B. Giannakis:
Distributed spectrum sensing for cognitive radios by exploiting sparsity. ACSCC 2008: 1588-1592 - [c182]Alejandro Ribeiro, Georgios B. Giannakis:
Optimal layered architectures of wireless networks. ACSCC 2008: 2147-2151 - [c181]Seung-Jun Kim, Georgios B. Giannakis:
Optimal resource allocation for MIMO ad hoc cognitive radio networks. Allerton 2008: 39-45 - [c180]Alejandro Ribeiro, Georgios B. Giannakis:
Layer separability of wireless networks. CISS 2008: 821-826 - [c179]Hao Zhu, Alfonso Cano, Georgios B. Giannakis:
In-network channel decoding using consensus on log-likelihood ratio averagesy. CISS 2008: 1058-1063 - [c178]Pedro A. Forero, Alfonso Cano, Georgios B. Giannakis:
Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks. ICASSP 2008: 1989-1992 - [c177]Shahrokh Farahmand, Alfonso Cano, Georgios B. Giannakis:
Anti-jam distributed MIMO decoding using wireless sensor networks. ICASSP 2008: 2257-2260 - [c176]Alejandro Ribeiro, Georgios B. Giannakis:
Optimal FDMA over wireless fading mobile ad-hoc networks. ICASSP 2008: 2765-2768 - [c175]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Optimal stochastic dual resource allocation for cognitive radios based on quantized CSI. ICASSP 2008: 2801-2804 - [c174]Nikolaos Gatsis, Antonio G. Marqués, Georgios B. Giannakis:
Utility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints. ICASSP 2008: 2805-2808 - [c173]Ioannis D. Schizas, Gonzalo Mateos, Georgios B. Giannakis:
Stability analysis of the consensus-based distributed LMS algorithm. ICASSP 2008: 3289-3292 - [c172]Eric J. Msechu, Alejandro Ribeiro, Stergios I. Roumeliotis, Georgios B. Giannakis:
Distributed Kalman filtering based on quantized innovations. ICASSP 2008: 3293-3296 - [c171]Xin Wang, Georgios B. Giannakis:
Ergodic capacity and average rate-guaranteed scheduling for wireless multiuser OFDM systems. ISIT 2008: 1691-1695 - 2007
- [j241]Alejandro Ribeiro, Renqiu Wang, Georgios B. Giannakis:
Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity. IEEE J. Sel. Areas Commun. 25(2): 415-425 (2007) - [j240]Xin Wang, Georgios B. Giannakis, Antonio G. Marqués:
A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks. Proc. IEEE 95(12): 2410-2431 (2007) - [j239]Jinjun Xiao, Zhi-Quan Luo, Georgios B. Giannakis:
Performance Bounds for the Rate-Constrained Universal Decentralized Estimators. IEEE Signal Process. Lett. 14(1): 47-50 (2007) - [j238]Liuqing Yang, Georgios B. Giannakis, Ananthram Swami:
Noncoherent Ultra-Wideband (De)Modulation. IEEE Trans. Commun. 55(4): 810-819 (2007) - [j237]Tairan Wang, Alfonso Cano, Georgios B. Giannakis, J. Nicholas Laneman:
High-Performance Cooperative Demodulation With Decode-and-Forward Relays. IEEE Trans. Commun. 55(7): 1427-1438 (2007) - [j236]Xin Wang, Yingqun Yu, Georgios B. Giannakis:
A Robust High-Throughput Tree Algorithm Using Successive Interference Cancellation. IEEE Trans. Commun. 55(12): 2253-2256 (2007) - [j235]Alejandro Ribeiro, Nikos D. Sidiropoulos, Georgios B. Giannakis, Yingqun Yu:
Achieving Wireline Random Access Throughput in Wireless Networking Via User Cooperation. IEEE Trans. Inf. Theory 53(2): 732-758 (2007) - [j234]Yingqun Yu, Georgios B. Giannakis, Nihar Jindal:
Information-Bearing Noncoherently Modulated Pilots for MIMO Training. IEEE Trans. Inf. Theory 53(3): 1160-1168 (2007) - [j233]Yingqun Yu, Georgios B. Giannakis:
High-Throughput Random Access Using Successive Interference Cancellation in a Tree Algorithm. IEEE Trans. Inf. Theory 53(12): 4628-4639 (2007) - [j232]Xiliang Luo, Georgios B. Giannakis:
Raise Your Voice at a Proper Pace to Synchronize in Multiple Ad Hoc Piconets. IEEE Trans. Signal Process. 55(1): 267-278 (2007) - [j231]Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo:
Distributed Estimation Using Reduced-Dimensionality Sensor Observations. IEEE Trans. Signal Process. 55(8): 4284-4299 (2007) - [j230]Xin Wang, Qingwen Liu, Georgios B. Giannakis:
Analyzing and Optimizing Adaptive Modulation Coding Jointly With ARQ for QoS-Guaranteed Traffic. IEEE Trans. Veh. Technol. 56(2): 710-720 (2007) - [j229]Qiuling Tang, Lancang Yang, Georgios B. Giannakis, Tuanfa Qin:
Battery Power Efficiency of PPM and FSK in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 6(4): 1308-1319 (2007) - [j228]Tairan Wang, Alfonso Cano, Georgios B. Giannakis, Javier Ramos:
Multi-Tier Cooperative Broadcasting with Hierarchical Modulations. IEEE Trans. Wirel. Commun. 6(8): 3047-3057 (2007) - [c170]Tairan Wang, Georgios B. Giannakis:
High-Throughput Cooperative Communications with Complex Field Network Coding. CISS 2007: 253-258 - [c169]Shahrokh Farahmand, Georgios B. Giannakis, Xin Wang:
Max-Min Strategies for Power-Limited Games in the Presence of Correlated Jamming. CISS 2007: 300-305 - [c168]Xin Wang, Georgios B. Giannakis, Yingqun Yu:
Channel-Adaptive Optimal OFDMA Scheduling. CISS 2007: 536-541 - [c167]Yuchen Wu, Alejandro Ribeiro, Georgios B. Giannakis:
Robust Routing in Wireless Multi-Hop Networks. CISS 2007: 637-642 - [c166]Juan Andrés Bazerque, Georgios B. Giannakis:
Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios. CrownCom 2007: 343-350 - [c165]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Channel-adaptive resource allocation for cognitive OFDMA RADIOS based on limited-rate feedback. EUSIPCO 2007: 861-865 - [c164]Antonio G. Marqués, Xin Wang, Georgios B. Giannakis:
Optimizing Energy Efficiency of TDMA with Finite Rate Feedback. ICASSP (3) 2007: 117-120 - [c163]Alejandro Ribeiro, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Distributed Routing Algorithms for Wireless Multihop Networks. ICASSP (3) 2007: 517-520 - [c162]Antonio G. Marqués, Xing Wang, Georgios B. Giannakis:
Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information. ICASSP (3) 2007: 529-532 - [c161]Tairan Wang, Georgios B. Giannakis:
Mutual Information Jammer-Relay Games. ICASSP (3) 2007: 689-692 - [c160]Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis:
Consensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links. ICASSP (2) 2007: 849-852 - [c159]Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis:
Semiblind Channel and Carrier Frequency-Offset Estimation for Orthogonally Space-Time Block Coded MIMO Systems. ICASSP (2) 2007: 869-872 - [c158]Zhi Tian, Georgios B. Giannakis:
Compressed Sensing for Wideband Cognitive Radios. ICASSP (4) 2007: 1357-1360 - [c157]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis, F. Javier Ramos:
Reduced-Complexity Power-Efficient Wireless OFDMA using an Equally Probable CSI Quantizer. ICC 2007: 2912-2917 - [c156]Xin Wang, Georgios B. Giannakis:
A Stochastic Framework for Scheduling in Wireless Packet Access Networks. ICC 2007: 4052-4057 - [c155]Xin Wang, Georgios B. Giannakis:
Resource Allocation for Power-Efficient TDMA Under Individual Rate Constraints. ICC 2007: 5389-5394 - [c154]Yingqun Yu, Georgios B. Giannakis:
Joint Congestion Control and OFDMA Scheduling for Hybrid Wireline-Wireless Networks. INFOCOM 2007: 973-981 - [c153]Alejandro Ribeiro, Georgios B. Giannakis, Zhi-Quan Luo, Nikos D. Sidiropoulos:
Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks. INFOCOM 2007: 1748-1756 - [c152]Antonio G. Marqués, Georgios B. Giannakis, Fadel F. Digham, F. Javier Ramos:
Minimizing Power in Wireless OFDMA with Limited-Rate Feedback. WCNC 2007: 1367-1372 - [c151]Xin Wang, Georgios B. Giannakis:
Stochastic Primal-Dual Scheduling Subject to Rate Constraints. WCNC 2007: 1527-1531 - 2006
- [j227]Geert Leus, Georgios B. Giannakis, Jean-Paul M. G. Linnartz, Xiaoli Ma, Ananthram Swami, Cihan Tepedelenlioglu:
Reliable Communications over Rapidly Time-Varying Channels. EURASIP J. Adv. Signal Process. 2006 (2006) - [j226]Xin Wang, Georgios B. Giannakis:
CSMA/CCA: A Modified CSMA/CA Protocol Mitigating the Fairness Problem for IEEE 802.11 DCF. EURASIP J. Wirel. Commun. Netw. 2006 (2006) - [j225]Shuichi Ohno, Georgios B. Giannakis, Zhi-Quan Luo:
Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. IEEE J. Sel. Areas Commun. 24(6): 1256-1260 (2006) - [j224]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Optimizing Power Efficiency of OFDM Using Quantized Channel State Information. IEEE J. Sel. Areas Commun. 24(8): 1581-1592 (2006) - [j223]Xiliang Luo, Georgios B. Giannakis:
Cyclic-mean based synchronization and efficient demodulation for UWB ad hoc access: Generalizations and comparisons. Signal Process. 86(9): 2139-2152 (2006) - [j222]Jin-Jun Xiao, Alejandro Ribeiro, Zhi-Quan Luo, Georgios B. Giannakis:
Distributed compression-estimation using wireless sensor networks. IEEE Signal Process. Mag. 23(4): 27-41 (2006) - [j221]Renqiu Wang, Georgios B. Giannakis:
Approaching MIMO channel capacity with soft detection based on hard sphere decoding. IEEE Trans. Commun. 54(4): 587-590 (2006) - [j220]Xiliang Luo, Georgios B. Giannakis:
Achievable Rates of Transmitted-Reference Ultra-Wideband Radio With PPM. IEEE Trans. Commun. 54(9): 1536-1541 (2006) - [j219]Liuqing Yang, Georgios B. Giannakis:
Crossband Flexible UWB Multiple Access for High-Rate Multipiconet WPANs. IEEE Trans. Commun. 54(11): 2023-2032 (2006) - [j218]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Correction to "Achieving the Welch Bound With Difference Sets". IEEE Trans. Inf. Theory 52(7): 3359 (2006) - [j217]Alejandro Ribeiro, Georgios B. Giannakis:
Bandwidth-constrained distributed estimation for wireless sensor Networks-part I: Gaussian case. IEEE Trans. Signal Process. 54(3): 1131-1143 (2006) - [j216]Xiaodong Cai, Georgios B. Giannakis:
Differential space-time modulation with eigen-beamforming for correlated MIMO fading channels. IEEE Trans. Signal Process. 54(4): 1279-1288 (2006) - [j215]Pengfei Xia, Georgios B. Giannakis:
Design and analysis of transmit-beamforming based on limited-rate feedback. IEEE Trans. Signal Process. 54(5): 1853-1863 (2006) - [j214]Xianren Wu, Zhi Tian, Timothy N. Davidson, Georgios B. Giannakis:
Optimal waveform design for UWB radios. IEEE Trans. Signal Process. 54(6-1): 2009-2021 (2006) - [j213]Xiaodong Cai, Georgios B. Giannakis:
Identifying differentially expressed genes in microarray experiments with model-based variance estimation. IEEE Trans. Signal Process. 54(6-2): 2418-2426 (2006) - [j212]Alejandro Ribeiro, Georgios B. Giannakis:
Bandwidth-constrained distributed estimation for wireless sensor networks-part II: unknown probability density function. IEEE Trans. Signal Process. 54(7): 2784-2796 (2006) - [j211]Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis:
Semiblind multiuser MIMO channel estimation using capon and MUSIC techniques. IEEE Trans. Signal Process. 54(9): 3581-3591 (2006) - [j210]Alejandro Ribeiro, Georgios B. Giannakis, Stergios I. Roumeliotis:
SOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using the Sign of Innovations. IEEE Trans. Signal Process. 54(12): 4782-4795 (2006) - [j209]Qingwen Liu, Xin Wang, Georgios B. Giannakis:
A cross-layer scheduling algorithm with QoS support in wireless networks. IEEE Trans. Veh. Technol. 55(3): 839-847 (2006) - [j208]Wanlun Zhao, Georgios B. Giannakis:
Reduced complexity closest point decoding algorithms for random lattices. IEEE Trans. Wirel. Commun. 5(1): 101-111 (2006) - [j207]Yingqun Yu, Xiaodong Cai, Georgios B. Giannakis:
On the instability of slotted aloha with capture. IEEE Trans. Wirel. Commun. 5(2): 257-261 (2006) - [j206]Luca Rugini, Paolo Banelli, Georgios B. Giannakis:
Local ML detection for multicarrier DS-CDMA downlink systems with grouped linear precoding. IEEE Trans. Wirel. Commun. 5(2): 306-311 (2006) - [j205]Yingqun Yu, Georgios B. Giannakis:
Opportunistic medium access for wireless networking adapted to decentralized CSI. IEEE Trans. Wirel. Commun. 5(6): 1445-1455 (2006) - [j204]Xiliang Luo, Georgios B. Giannakis:
Low-complexity blind synchronization and demodulation for (ultra-)wideband multi-user ad hoc access. IEEE Trans. Wirel. Commun. 5(7): 1930-1941 (2006) - [j203]Alejandro Ribeiro, Xiaodong Cai, Georgios B. Giannakis:
Opportunistic multipath for bandwidth-efficient cooperative multiple access. IEEE Trans. Wirel. Commun. 5(9): 2321-2327 (2006) - [j202]Pengfei Xia, Georgios B. Giannakis:
Conditions for Multi-Antenna Selection to be Optimal Given Channel Amplitude Information. IEEE Trans. Wirel. Commun. 5(11): 3007-3011 (2006) - [j201]Tairan Wang, Yingwei Yao, Georgios B. Giannakis:
Non-coherent distributed space-time processing for multiuser cooperative transmissions. IEEE Trans. Wirel. Commun. 5(12): 3339-3343 (2006) - [j200]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Cross-layer modeling of adaptive wireless links for QoS support in heterogeneous wired-wireless networks. Wirel. Networks 12(4): 427-437 (2006) - [c150]Xin Wang, Yingqun Yu, Georgios B. Giannakis:
A Deadlock-Free High-Throughput Tree Algorithm for Random Access over Fading Channels. CISS 2006: 420-425 - [c149]Yingqun Yu, Georgios B. Giannakis:
Joint Low Density Parity-Check Coding and Linear Precoding for Rayleigh Fading Channels. CISS 2006: 1008-1013 - [c148]Tairan Wang, Renqiu Wang, Georgios B. Giannakis:
Smart Regenerative Relays for Link-Adaptive Cooperative Communications. CISS 2006: 1038-1043 - [c147]Zhi Tian, Georgios B. Giannakis:
A Wavelet Approach to Wideband Spectrum Sensing for Cognitive Radios. CrownCom 2006: 1-5 - [c146]Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis:
Distributed estimation with ad hoc wireless sensor networks. EUSIPCO 2006: 1-5 - [c145]Tairan Wang, Alfonso Cano, Georgios B. Giannakis, F. Javier Ramos:
Multi-tier cooperative broadcasting with hierarchical modulations. EUSIPCO 2006: 1-5 - [c144]Alfonso Cano, Tairan Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Link-Adaptive Distributed Coding for Multi-Source Cooperation. GLOBECOM 2006 - [c143]Shahrokh Farahmand, Georgios B. Giannakis:
A High-Rate Differential UWB Radio. GLOBECOM 2006 - [c142]Alejandro Ribeiro, Georgios B. Giannakis, Stergios I. Roumeliotis:
SOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using The Sign Of Innovations. ICASSP (4) 2006: 153-156 - [c141]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Power-Efficient OFDM with Reduced Complexity and Feedback Overhead. ICASSP (4) 2006: 653-656 - [c140]Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo:
Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise. ICASSP (4) 2006: 869-872 - [c139]Renqiu Wang, Wanlun Zhao, Georgios B. Giannakis:
CRC-Assisted Error Correction in a Convolutionally Coded System. ICC 2006: 79-83 - [c138]Xin Wang, Qingwen Liu, Georgios B. Giannakis:
Analyzing and Optimizing Adaptive Modulation-Coding Jointly with ARQ for QoS-Guaranteed Traffic. ICC 2006: 1008-1013 - [c137]Xiliang Luo, Georgios B. Giannakis:
Achievable Rates of Pulse-Position Modulated Impulse Radio with Transmitted Reference. ICC 2006: 1675-1679 - [c136]Antonio G. Marqués, Fadel F. Digham, Georgios B. Giannakis:
Power-Efficient OFDM via Quantized Channel State Information. ICC 2006: 2923-2928 - [c135]Alfonso Cano, Xiaoli Ma, Georgios B. Giannakis:
Space-Time Differential Modulation using Linear Constellation Precoding. ICC 2006: 2991-2995 - [c134]Renqiu Wang, Georgios B. Giannakis:
Complex Field Coding in Multi-Source Cooperative Networks for Full Diversity. ICC 2006: 4485-4488 - [c133]Xin Wang, Georgios B. Giannakis:
Energy-Efficient Resource Allocation in TDMA over Fading Channels. ISIT 2006: 1505-1509 - [c132]Xin Wang, Yingqun Yu, Georgios B. Giannakis:
Combining random backoff with a cross-layer tree algorithm for random access in IEEE 802.16. WCNC 2006: 972-977 - 2005
- [j199]Georgios B. Giannakis, Paul A. Anghel, Zhengdao Wang:
Generalized Multicarrier CDMA: Unification and Linear Equalization. EURASIP J. Adv. Signal Process. 2005(5): 743-756 (2005) - [j198]Mi-Kyung Oh, Xiaoli Ma, Georgios B. Giannakis, Dong-Jo Park:
Cooperative synchronization and channel estimation in wireless sensor networks. J. Commun. Networks 7(3): 284-293 (2005) - [j197]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks. IEEE J. Sel. Areas Commun. 23(5): 1056-1066 (2005) - [j196]Erchin Serpedin, Flaviu Panduru, Ilkay Sari, Georgios B. Giannakis:
Bibliography on cyclostationarity. Signal Process. 85(12): 2233-2303 (2005) - [j195]Sinan Gezici, Zhi Tian, Georgios B. Giannakis, Hisashi Kobayashi, Andreas F. Molisch, H. Vincent Poor, Zafer Sahinoglu:
Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks. IEEE Signal Process. Mag. 22(4): 70-84 (2005) - [j194]Xiaoli Ma, Mi-Kyung Oh, Georgios B. Giannakis, Dong-Jo Park:
Hopping pilots for estimation of frequency-offset and multiantenna channels in MIMO-OFDM. IEEE Trans. Commun. 53(1): 162-172 (2005) - [j193]Yingwei Yao, Georgios B. Giannakis:
Blind carrier frequency offset estimation in SISO, MIMO, and multiuser OFDM systems. IEEE Trans. Commun. 53(1): 173-183 (2005) - [j192]Xiaodong Cai, Yingwei Yao, Georgios B. Giannakis:
Achievable rates in low-power relay links over fading channels. IEEE Trans. Commun. 53(1): 184-194 (2005) - [j191]Xiaodong Cai, Georgios B. Giannakis, Michael D. Zoltowski:
Space-time spreading and block coding for correlated fading channels in the presence of interference. IEEE Trans. Commun. 53(3): 515-525 (2005) - [j190]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Multiantenna adaptive modulation with beamforming based on bandwidth-constrained feedback. IEEE Trans. Commun. 53(3): 526-536 (2005) - [j189]Wanlun Zhao, Georgios B. Giannakis:
Sphere decoding algorithms with improved radius search. IEEE Trans. Commun. 53(7): 1104-1109 (2005) - [j188]Yingwei Yao, Georgios B. Giannakis:
Energy-Efficient Scheduling for Wireless Sensor Networks. IEEE Trans. Commun. 53(8): 1333-1342 (2005) - [j187]Liuqing Yang, Georgios B. Giannakis:
Timing ultra-wideband signals with dirty templates. IEEE Trans. Commun. 53(11): 1952-1963 (2005) - [j186]Alfonso Cano, Xiaoli Ma, Georgios B. Giannakis:
Block-differential modulation over doubly selective wireless fading channels. IEEE Trans. Commun. 53(12): 2157-2166 (2005) - [j185]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Achieving the Welch bound with difference sets. IEEE Trans. Inf. Theory 51(5): 1900-1907 (2005) - [j184]Xiaoli Ma, Georgios B. Giannakis:
Space-time-multipath coding using digital phase sweeping or circular delay diversity. IEEE Trans. Signal Process. 53(3): 1121-1131 (2005) - [j183]Yingwei Yao, Georgios B. Giannakis:
On regularity and identifiability of blind source separation under constant-modulus constraints. IEEE Trans. Signal Process. 53(4): 1272-1281 (2005) - [j182]Zhi Tian, Georgios B. Giannakis:
BER sensitivity to mistiming in ultra-wideband impulse Radios-part I: nonrandom channels. IEEE Trans. Signal Process. 53(4): 1550-1560 (2005) - [j181]Zhi Tian, Georgios B. Giannakis:
BER sensitivity to mistiming in ultra-wideband impulse radios - part II: fading channels. IEEE Trans. Signal Process. 53(5): 1897-1907 (2005) - [j180]Xiaoli Ma, Geert Leus, Georgios B. Giannakis:
Space-time-Doppler block coding for correlated time-selective fading channels. IEEE Trans. Signal Process. 53(6): 2167-2181 (2005) - [j179]Shahrokh Farahmand, Xiliang Luo, Georgios B. Giannakis:
Demodulation and tracking with dirty templates for UWB impulse radio: algorithms and performance. IEEE Trans. Veh. Technol. 54(5): 1595-1608 (2005) - [j178]Xiaodong Cai, Georgios B. Giannakis:
Adaptive PSAM accounting for channel estimation and prediction errors. IEEE Trans. Wirel. Commun. 4(1): 246-256 (2005) - [j177]Xiaoli Ma, Liuqing Yang, Georgios B. Giannakis:
Optimal training for MIMO frequency-selective fading channels. IEEE Trans. Wirel. Commun. 4(2): 453-466 (2005) - [j176]Wanlun Zhao, Georgios B. Giannakis:
Reduced complexity receivers for layered space-time CPM. IEEE Trans. Wirel. Commun. 4(2): 574-582 (2005) - [j175]Yingwei Yao, Georgios B. Giannakis:
Rate-maximizing power allocation in OFDM based on partial channel knowledge. IEEE Trans. Wirel. Commun. 4(3): 1073-1083 (2005) - [j174]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Queuing with adaptive modulation and coding over wireless links: cross-Layer analysis and design. IEEE Trans. Wirel. Commun. 4(3): 1142-1153 (2005) - [j173]Alejandro Ribeiro, Xiaodong Cai, Georgios B. Giannakis:
Symbol error probabilities for general Cooperative links. IEEE Trans. Wirel. Commun. 4(3): 1264-1273 (2005) - [j172]Yingwei Yao, Xiaodong Cai, Georgios B. Giannakis:
On energy efficiency and optimum resource allocation of relay transmissions in the low-power regime. IEEE Trans. Wirel. Commun. 4(6): 2917-2927 (2005) - [j171]Zhi Tian, Georgios B. Giannakis:
A GLRT approach to data-aided timing acquisition in UWB radios-Part I: algorithms. IEEE Trans. Wirel. Commun. 4(6): 2956-2967 (2005) - [j170]Zhi Tian, Georgios B. Giannakis:
A GLRT approach to data-aided timing acquisition in UWB radios-Part II: training sequence design. IEEE Trans. Wirel. Commun. 4(6): 2994-3004 (2005) - [c131]Shahrokh Farahmand, Xiliang Luo, Georgios B. Giannakis:
Demodulation with dirty templates for UWB impulse radios. GLOBECOM 2005: 5 - [c130]Xin Wang, Yingqun Yu, Georgios B. Giannakis:
A robust high-throughput tree algorithm using successive interference cancellation. GLOBECOM 2005: 5 - [c129]Tairan Wang, Yingwei Yao, Georgios B. Giannakis:
Non-coherent distributed space-time processing for multiuser cooperative transmissions. GLOBECOM 2005: 5 - [c128]Alejandro Ribeiro, Georgios B. Giannakis:
Non-parametric distributed quantization-estimation using wireless sensor networks. ICASSP (4) 2005: 61-64 - [c127]Xiliang Luo, Georgios B. Giannakis:
Blind timing acquisition for ultra-wideband multi-user ad hoc access. ICASSP (3) 2005: 313-316 - [c126]Yingqun Yu, Alejandro Ribeiro, Nikolaos D. Sidiropoulos, Georgios B. Giannakis:
Cooperative random access with long PN spreading codes. ICASSP (3) 2005: 517-520 - [c125]Shahram Shahbazpanahi, Alex B. Gershman, Georgios B. Giannakis:
Semi-blind multi-user MIMO channel estimation based on Capon and MUSIC techniques. ICASSP (4) 2005: 773-776 - [c124]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Achieving the Welch bound with difference sets [optimal complex codebook design applications]. ICASSP (3) 2005: 1057-1060 - [c123]Alejandro Ribeiro, Georgios B. Giannakis:
Distributed quantization-estimation using wireless sensor networks. ICC 2005: 730-736 - [c122]Alfonso Cano, Xiaoli Ma, Georgios B. Giannakis:
Block differential modulation for doubly-selective wireless fading channels. ICC 2005: 1922-1926 - [c121]Yingwei Yao, Georgios B. Giannakis:
Energy-efficient scheduling protocols for wireless sensor networks. ICC 2005: 2759-2763 - [c120]Alejandro Ribeiro, Yingqun Yu, Georgios B. Giannakis, Nikos D. Sidiropoulos:
Increasing the throughput of spread-Aloha protocols via long PN spreading codes. ICC 2005: 3628-3631 - [c119]Yingqun Yu, Georgios B. Giannakis:
SICTA: a 0.693 contention tree algorithm using successive interference cancellation. INFOCOM 2005: 1908-1916 - [c118]Zhi-Quan Luo, Georgios B. Giannakis, Shuzhong Zhang:
Optimal linear decentralized estimation in a bandwidth constrained sensor network. ISIT 2005: 1441-1445 - [c117]Qingwen Liu, Xin Wang, Georgios B. Giannakis:
Cross-Layer Scheduler Design with QoS Support forWireless Access Networks. QSHINE 2005: 21 - [i1]Xin Wang, Georgios B. Giannakis:
Energy-Efficient Resource Allocation in Time Division Multiple-Access over Fading Channels. CoRR abs/cs/0511086 (2005) - 2004
- [j169]Liuqing Yang, Georgios B. Giannakis:
Ultra-wideband communications: an idea whose time has come. IEEE Signal Process. Mag. 21(6): 26-54 (2004) - [j168]Xiaodong Cai, Shengli Zhou, Georgios B. Giannakis:
Group-orthogonal multicarrier CDMA. IEEE Trans. Commun. 52(1): 90-99 (2004) - [j167]Geert Leus, Wanlun Zhao, Georgios B. Giannakis, Hakan Deliç:
Space-time frequency-shift keying. IEEE Trans. Commun. 52(3): 346-349 (2004) - [j166]Zhengdao Wang, Xiaoli Ma, Georgios B. Giannakis:
OFDM or single-carrier block transmissions? IEEE Trans. Commun. 52(3): 380-394 (2004) - [j165]Xiaoli Ma, Georgios B. Giannakis, Bing Lu:
Block differential encoding for rapidly fading channels. IEEE Trans. Commun. 52(3): 416-425 (2004) - [j164]Liuqing Yang, Georgios B. Giannakis:
Analog space-time coding for multiantenna ultra-wideband transmissions. IEEE Trans. Commun. 52(3): 507-517 (2004) - [j163]Yngvar Larsen, Geert Leus, Georgios B. Giannakis:
Constant modulus and reduced PAPR block differential encoding for frequency-selective channels. IEEE Trans. Commun. 52(4): 622-631 (2004) - [j162]Zhengdao Wang, Georgios B. Giannakis:
Outage mutual information of space-time MIMO channels. IEEE Trans. Inf. Theory 50(4): 657-662 (2004) - [j161]Wanlun Zhao, Geert Leus, Georgios B. Giannakis:
Orthogonal Design of Unitary Constellations for Uncoded and Trellis-Coded Noncoherent Space-Time Systems. IEEE Trans. Inf. Theory 50(6): 1319-1327 (2004) - [j160]Shuichi Ohno, Georgios B. Giannakis:
Capacity Maximizing MMSE-Optimal Pilots for Wireless OFDM Over Frequency-Selective Block Rayleigh-Fading Channels. IEEE Trans. Inf. Theory 50(9): 2138-2145 (2004) - [j159]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Adaptive MIMO-OFDM based on partial channel state information. IEEE Trans. Signal Process. 52(1): 202-213 (2004) - [j158]Zhi-Quan Luo, Timothy N. Davidson, Georgios B. Giannakis, Kon Max Wong:
Transceiver optimization for block-based multiple access through ISI channels. IEEE Trans. Signal Process. 52(4): 1037-1052 (2004) - [j157]Xiaodong Cai, Georgios B. Giannakis:
Error probability minimizing pilots for OFDM with M-PSK modulation over Rayleigh-fading channels. IEEE Trans. Veh. Technol. 53(1): 146-155 (2004) - [j156]Shengli Zhou, Pengfei Xia, Geert Leus, Georgios B. Giannakis:
Chip-interleaved block-spread CDMA versus DS-CDMA for cellular downlink: a comparative study. IEEE Trans. Wirel. Commun. 3(1): 176-190 (2004) - [j155]Anastasios Stamoulis, Nikos D. Sidiropoulos, Georgios B. Giannakis:
Time-varying fair queueing scheduling for multicode CDMA based on dynamic programming. IEEE Trans. Wirel. Commun. 3(2): 512-523 (2004) - [j154]Zhengdao Wang, Shengli Zhou, Georgios B. Giannakis:
Joint coding-precoding with low-complexity turbo-decoding. IEEE Trans. Wirel. Commun. 3(3): 832-842 (2004) - [j153]Liuqing Yang, Georgios B. Giannakis:
Optimal pilot waveform assisted modulation for ultrawideband communications. IEEE Trans. Wirel. Commun. 3(4): 1236-1249 (2004) - [j152]Shengli Zhou, Georgios B. Giannakis:
How accurate channel prediction needs to be for transmit-beamforming with adaptive modulation over Rayleigh MIMO channels? IEEE Trans. Wirel. Commun. 3(4): 1285-1294 (2004) - [j151]Shengli Zhou, Georgios B. Giannakis:
Adaptive Modulation for multiantenna transmissions with channel mean feedback. IEEE Trans. Wirel. Commun. 3(5): 1626-1636 (2004) - [j150]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Cross-Layer combining of adaptive Modulation and coding with truncated ARQ over wireless links. IEEE Trans. Wirel. Commun. 3(5): 1746-1755 (2004) - [j149]Xiaodong Cai, Georgios B. Giannakis:
Performance analysis of combined transmit selection diversity and receive generalized selection combining in Rayleigh fading channels. IEEE Trans. Wirel. Commun. 3(6): 1980-1983 (2004) - [j148]Renqiu Wang, Xiaoli Ma, Georgios B. Giannakis:
Improving the performance of coded FDFR multi-antenna systems with turbo-decoding. Wirel. Commun. Mob. Comput. 4(7): 711-725 (2004) - [c116]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Efficient bandwidth utilization guaranteeing QoS over adaptive wireless links. GLOBECOM 2004: 2684-2688 - [c115]Yingqun Yu, Georgios B. Giannakis:
Opportunistic access in slotted ALOHA adapted to decentralized CSI. GLOBECOM 2004: 3332-3336 - [c114]Yingwei Yao, Georgios B. Giannakis:
On regularity and identifiability of blind source separation under constant-modulus constraints. ICASSP (4) 2004: 449-452 - [c113]Liuqing Yang, Georgios B. Giannakis:
Blind UWB timing with a dirty template. ICASSP (4) 2004: 509-512 - [c112]Xianren Wu, Zhi Tian, Timothy N. Davidson, Georgios B. Giannakis:
Optimal waveform design for UWB radios. ICASSP (4) 2004: 521-524 - [c111]Alejandro Ribeiro, Xiaodong Cai, Georgios B. Giannakis:
Opportunistic multipath for bandwidth-efficient cooperative networking. ICASSP (4) 2004: 549-552 - [c110]Liuqing Yang, Xiaoli Ma, Georgios B. Giannakis:
Optimal training for MIMO fading channels with time- and frequency-selectivity. ICASSP (3) 2004: 821-824 - [c109]Shuichi Ohno, Georgios B. Giannakis:
ML sequence estimation for long ISI channels with controllable complexity. ICC 2004: 2782-2786 - [c108]Luca Rugini, Paolo Banelli, Georgios B. Giannakis:
MMSE-based local ML detection of linearly precoded OFDM signals. ICC 2004: 3270-3275 - [c107]Alejandro Ribeiro, Xiaodong Cai, Georgios B. Giannakis:
Symbol error probabilities for general cooperative links. ICC 2004: 3369-3373 - [c106]Zhi Tian, Georgios B. Giannakis:
Training sequence design for data-aided timing acquisition in UWB radios. ICC 2004: 3399-3403 - [c105]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
TCP performance in wireless access with adaptive modulation and coding. ICC 2004: 3989-3993 - [c104]Yingwei Yao, Xiaodong Cai, Georgios B. Giannakis:
On energy efficiency of relay transmissions. ISIT 2004: 402 - [c103]Qingwen Liu, Shengli Zhou, Georgios B. Giannakis:
Cross-Layer Modeling of Adaptive Wireless Links for QoS Support in Multimedia Networks. QSHINE 2004: 68-75 - [c102]Xiliang Luo, Georgios B. Giannakis:
Energy-constrained optimal quantization for wireless sensor networks. SECON 2004: 272-278 - [c101]Yingqun Yu, Xiaodong Cai, Georgios B. Giannakis:
On the instability of slotted Aloha with capture. WCNC 2004: 728-732 - [c100]Renqiu Wang, Georgios B. Giannakis:
Approaching MIMO channel capacity with reduced-complexity soft sphere decoding. WCNC 2004: 1620-1625 - [c99]Wanlun Zhao, Georgios B. Giannakis:
Sphere decoding algorithms with improved radius search. WCNC 2004: 2290-2294 - 2003
- [j147]Renqiu Wang, Zhengdao Wang, Georgios B. Giannakis:
Combining Galois with complex field coding for space-time communications. Eur. Trans. Telecommun. 14(1): 25-36 (2003) - [j146]Xiliang Luo, Liuqing Yang, Georgios B. Giannakis:
Designing optimal pulse-shapers for ultra-wideband radios. J. Commun. Networks 5(4): 344-353 (2003) - [j145]Liuqing Yang, Georgios B. Giannakis:
Digital-carrier multi-band user codes for baseband UWB multiple access. J. Commun. Networks 5(4): 374-385 (2003) - [j144]Zhiqiang Liu, Yan Xin, Georgios B. Giannakis:
Linear constellation precoding for OFDM with maximum multipath diversity and coding gains. IEEE Trans. Commun. 51(3): 416-427 (2003) - [j143]Zhengdao Wang, Georgios B. Giannakis:
A simple and general parameterization quantifying performance in fading channels. IEEE Trans. Commun. 51(8): 1389-1398 (2003) - [j142]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Bandwidth- and power-efficient multicarrier multiple access. IEEE Trans. Commun. 51(11): 1828-1837 (2003) - [j141]Xiaodong Cai, Georgios B. Giannakis:
Bounding performance and suppressing intercarrier interference in wireless mobile OFDM. IEEE Trans. Commun. 51(12): 2047-2056 (2003) - [j140]Shengli Zhou, Georgios B. Giannakis:
Single-carrier space-time block-coded transmissions over frequency-selective fading channels. IEEE Trans. Inf. Theory 49(1): 164-179 (2003) - [j139]Zhengdao Wang, Georgios B. Giannakis:
Complex-field coding for OFDM over fading wireless channels. IEEE Trans. Inf. Theory 49(3): 707-720 (2003) - [j138]Shengli Zhou, Georgios B. Giannakis:
Optimal transmitter eigen-beamforming and space-time block coding based on channel correlations. IEEE Trans. Inf. Theory 49(7): 1673-1690 (2003) - [j137]Xiaoli Ma, Georgios B. Giannakis:
Maximum-diversity transmissions over doubly selective wireless channels. IEEE Trans. Inf. Theory 49(7): 1832-1840 (2003) - [j136]Geert Leus, Shengli Zhou, Georgios B. Giannakis:
Orthogonal multiple access over time- and frequency-selective channels. IEEE Trans. Inf. Theory 49(8): 1942-1950 (2003) - [j135]Xiaoli Ma, Georgios B. Giannakis, Shuichi Ohno:
Optimal training for block transmissions over doubly selective wireless fading channels. IEEE Trans. Signal Process. 51(5): 1351-1366 (2003) - [j134]Xiaoli Ma, Georgios B. Giannakis:
Full-diversity full-rate complex-field space-time coding. IEEE Trans. Signal Process. 51(11): 2917-2930 (2003) - [j133]Xiaodong Cai, Georgios B. Giannakis:
A two-dimensional channel simulation model for shadowing processes. IEEE Trans. Veh. Technol. 52(6): 1558-1567 (2003) - [j132]Tao Jiang, Nicholas D. Sidiropoulos, Georgios B. Giannakis:
Kalman filtering for power estimation in mobile communications. IEEE Trans. Wirel. Commun. 2(1): 151-161 (2003) - [j131]Yan Xin, Zhengdao Wang, Georgios B. Giannakis:
Space-time diversity systems based on linear constellation precoding. IEEE Trans. Wirel. Commun. 2(2): 294-309 (2003) - [j130]Zhiqiang Liu, Georgios B. Giannakis:
Block differentially encoded OFDM with maximum multipath diversity. IEEE Trans. Wirel. Commun. 2(3): 420-423 (2003) - [j129]Cihan Tepedelenlioglu, Ali Abdi, Georgios B. Giannakis:
The Ricean K factor: estimation and performance analysis. IEEE Trans. Wirel. Commun. 2(4): 799-810 (2003) - [c98]Zhi Tian, Georgios B. Giannakis:
BER sensitivity to mistiming in correlation-based UWB. GLOBECOM 2003: 441-445 - [c97]Liuqing Yang, Georgios B. Giannakis:
Low-complexity training for rapid timing acquisition in ultra wideband communications. GLOBECOM 2003: 769-773 - [c96]Yingwei Yao, Georgios B. Giannakis:
Rate-maximizing power allocation in OFDM based on partial channel knowledge. GLOBECOM 2003: 863-867 - [c95]Mi-Kyung Oh, Xiaoli Ma, Georgios B. Giannakis, Dong-Jo Park:
Hopping pilots for estimation of frequency-offset and multiantenna channels in MIMO OFDM. GLOBECOM 2003: 1084-1088 - [c94]Georgios B. Giannakis:
Ultra-wideband communications: an idea whose time has come. ICASSP (1) 2003: 3 - [c93]Xiaodong Cai, Georgios B. Giannakis:
Differential space-time modulation with transmit-beamforming for correlated MIMO fading channels. ICASSP (4) 2003: 25-28 - [c92]Shengli Zhou, Georgios B. Giannakis:
How accurate channel prediction needs to be for adaptive modulation in Rayleigh MIMO channels? ICASSP (4) 2003: 81-84 - [c91]Liuqing Yang, Zhi Tian, Georgios B. Giannakis:
Non-data aided timing acquisition of ultra-wideband transmissions using cyclostationarity. ICASSP (4) 2003: 121-124 - [c90]Bing Lu, Xiaoli Ma, Georgios B. Giannakis:
Block differential encoding for rapidly fading channels. ICASSP (4) 2003: 169-172 - [c89]Shuichi Ohno, Georgios B. Giannakis:
Fixed fragment-size packet transmissions with distributed redundancy over multipath fading channels. ICASSP (4) 2003: 177-180 - [c88]Shengli Zhou, Georgios B. Giannakis:
Adaptive modulation for multi-antenna transmissions with channel mean feedback. ICC 2003: 2281-2285 - [c87]Wanlun Zhao, Geert Leus, Georgios B. Giannakis:
Algebraic design of unitary space-time constellations. ICC 2003: 3180-3184 - [c86]Xiaoli Ma, Bing Lu, Georgios B. Giannakis:
Block differential encoding for rapidly fading channels. ICC 2003: 3570-3574 - [c85]Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Bandwidth- and power-efficient multi-carrier multiple access. WCNC 2003: 207-211 - 2002
- [j128]Yan Xin, Georgios B. Giannakis:
High-rate space-time layered OFDM. IEEE Commun. Lett. 6(5): 187-189 (2002) - [j127]Sergio Barbarossa, Massimiliano Pompili, Georgios B. Giannakis:
Channel-independent synchronization of orthogonal frequency division multiple access systems. IEEE J. Sel. Areas Commun. 20(2): 474-486 (2002) - [j126]Liuqing Yang, Georgios B. Giannakis:
Multistage block-spreading for impulse radio multiple access through ISI channels. IEEE J. Sel. Areas Commun. 20(9): 1767-1777 (2002) - [j125]Zhiqiang Liu, Xiaoli Ma, Georgios B. Giannakis:
Space-time coding and Kalman filtering for time-selective fading channels. IEEE Trans. Commun. 50(2): 183-186 (2002) - [j124]Shengli Zhou, Georgios B. Giannakis, Christophe J. Le Martret:
Chip-interleaved block-spread code division multiple access. IEEE Trans. Commun. 50(2): 235-248 (2002) - [j123]Shengli Zhou, Georgios B. Giannakis, Ananthram Swami:
Digital multi-carrier spread spectrum versus direct sequence spread spectrum for resistance to jamming and multipath. IEEE Trans. Commun. 50(4): 643-655 (2002) - [j122]Christophe J. Le Martret, Georgios B. Giannakis:
All-digital impulse radio with multiuser detection for wireless cellular systems. IEEE Trans. Commun. 50(9): 1440-1450 (2002) - [j121]Bertrand Muquet, Marc de Courville, Pierre Duhamel, Georgios B. Giannakis, Pierre Magniez:
Turbo demodulation of zero-padded OFDM transmissions. IEEE Trans. Commun. 50(11): 1725-1728 (2002) - [j120]Shuichi Ohno, Georgios B. Giannakis:
Optimal training and redundant precoding for block transmissions with application to wireless OFDM. IEEE Trans. Commun. 50(12): 2113-2123 (2002) - [j119]Bertrand Muquet, Zhengdao Wang, Georgios B. Giannakis, Marc de Courville, Pierre Duhamel:
Cyclic prefixing or zero padding for wireless multicarrier transmissions? IEEE Trans. Commun. 50(12): 2136-2148 (2002) - [j118]Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis:
Asymptotic analysis of blind cyclic correlation-based symbol-rate estimators. IEEE Trans. Inf. Theory 48(7): 1922-1934 (2002) - [j117]Anastasios Stamoulis, Zhiqiang Liu, Georgios B. Giannakis:
Space-time block-coded OFDMA with linear precoding for multirate services. IEEE Trans. Signal Process. 50(1): 119-129 (2002) - [j116]Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis:
Performance analysis of blind carrier frequency offset estimators for noncircular transmissions through frequency-selective channels. IEEE Trans. Signal Process. 50(1): 130-140 (2002) - [j115]Sergio Barbarossa, Anna Scaglione, Georgios B. Giannakis:
Performance analysis of a deterministic channel estimator for block transmission systems with null guard intervals. IEEE Trans. Signal Process. 50(3): 684-695 (2002) - [j114]Anna Scaglione, Petre Stoica, Sergio Barbarossa, Georgios B. Giannakis, Hemanth Sampath:
Optimal designs for space-time linear precoders and decoders. IEEE Trans. Signal Process. 50(5): 1051-1064 (2002) - [j113]Hongbin Li, Xuguang Lu, Georgios B. Giannakis:
Capon multiuser receiver for CDMA systems with space-time coding. IEEE Trans. Signal Process. 50(5): 1193-1204 (2002) - [j112]Shengli Zhou, Bertrand Muquet, Georgios B. Giannakis:
Subspace-based (semi-) blind channel estimation for block precoded space-time OFDM. IEEE Trans. Signal Process. 50(5): 1215-1228 (2002) - [j111]Naofal Al-Dhahir, Georgios B. Giannakis, Bertrand M. Hochwald, Brian L. Hughes, Thomas L. Marzetta:
Guest editorial. IEEE Trans. Signal Process. 50(10): 2381-2384 (2002) - [j110]Zhiqiang Liu, Yan Xin, Georgios B. Giannakis:
Space-time-frequency coded OFDM over frequency-selective fading channels. IEEE Trans. Signal Process. 50(10): 2465-2476 (2002) - [j109]Shengli Zhou, Georgios B. Giannakis:
Optimal transmitter eigen-beamforming and space-time block coding based on channel mean feedback. IEEE Trans. Signal Process. 50(10): 2599-2613 (2002) - [j108]Shuichi Ohno, Georgios B. Giannakis:
Average-rate optimal PSAM transmissions over time-selective fading channels. IEEE Trans. Wirel. Commun. 1(4): 712-720 (2002) - [j107]Anastasios Stamoulis, Georgios B. Giannakis:
Deterministic Time-Varying Packet Fair Queueing for Integrated Services Networks. J. VLSI Signal Process. 30(1-3): 71-87 (2002) - [j106]Xiaoli Ma, Georgios B. Giannakis:
Complex field coded MIMO systems: performance, rate, and trade-offs. Wirel. Commun. Mob. Comput. 2(7): 693-717 (2002) - [c84]Yan Xin, Georgios B. Giannakis:
Layered space-time OFDM with high-performance and high-rate. EUSIPCO 2002: 1-4 - [c83]Paolo Banelli, Geert Leus, Georgios B. Giannakis:
Bayesian estimation of clipped Gaussian processes with application to OFDM. EUSIPCO 2002: 1-4 - [c82]Xiaoli Ma, Georgios B. Giannakis:
Space-time-multipath coding using digital phase sweeping. GLOBECOM 2002: 384-388 - [c81]Zhengdao Wang, Georgios B. Giannakis:
What determines average and outage performance in fading channels? GLOBECOM 2002: 1192-1196 - [c80]Xiaoli Ma, Georgios B. Giannakis, Shuichi Ohno:
Optimal training for block transmissions over doubly-selective fading channels. ICASSP 2002: 1509-1512 - [c79]Zhiqiang Liu, Yan Xin, Georgios B. Giannakis:
Space-time-frequency block coded OFDM with subcarrier grouping and constellation precoding. ICASSP 2002: 2205-2208 - [c78]Georgios B. Giannakis, Xiaoli Ma, Geert Leus, Shengli Zhou:
Space-Time-Doppler coding over time-selective fading channels with maximum diversity and coding gains. ICASSP 2002: 2217-2220 - [c77]Geert Leus, Pengfei Xia, Shengli Zhou, Georgios B. Giannakis:
Chip-Interleaved Block-Spread CDMA or DS-CDMA for cellular downlink? ICASSP 2002: 2305-2308 - [c76]Shengli Zhou, Georgios B. Giannakis:
Optimal transmitter eigen-beamforming and space time block coding based on channel mean. ICASSP 2002: 2853-2856 - [c75]Shengli Zhou, Georgios B. Giannakis:
Optimal transmitter eigen-beamforming and space-time block coding based on channel correlations. ICC 2002: 553-557 - [c74]Liuqing Yang, Georgios B. Giannakis:
Block-spreading codes for impulse radio multiple access through ISI channels. ICC 2002: 807-811 - [c73]Shuichi Ohno, Paul A. Anghel, Georgios B. Giannakis, Zhi-Quan Luo:
Multi-carrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. ICC 2002: 1656-1660 - [c72]Shengli Zhou, Pengfei Xia, Geert Leus, Georgios B. Giannakis:
Chip-interleaved block-spread CDMA for the downlink with inter-cell interference and soft hand-off. ISCAS (1) 2002: 841-844 - [c71]Zhiqiang Liu, Yan Xin, Georgios B. Giannakis:
Space-time-frequency trellis coding for frequency-selective fading channels. VTC Spring 2002: 145-149 - [c70]Shengli Zhou, Zhengdao Wang, Nachiket Bapat, Georgios B. Giannakis:
Turbo decoding of error control coded and unitary precoded OFDM. VTC Spring 2002: 1237-1241 - [c69]Shuichi Ohno, Georgios B. Giannakis:
Average-rate optimal PSAM transmissions over time-selective fading channels. WCNC 2002: 374-378 - [c68]Yan Xin, Zhiqiang Liu, Georgios B. Giannakis:
High-rate layered space-time transmissions based on constellation-rotation. WCNC 2002: 471-476 - [c67]Xiaoli Ma, Georgios B. Giannakis:
Maximum-diversity transmissions over time-selective wireless channels. WCNC 2002: 497-501 - [c66]Zhengdao Wang, Xiaoli Ma, Georgios B. Giannakis:
Optimality of single-carrier zero-padded block transmissions. WCNC 2002: 660-664 - 2001
- [j105]Ali Abdi, Cihan Tepedelenlioglu, Mostafa Kaveh, Georgios B. Giannakis:
On the estimation of the K parameter for the Rice fading distribution. IEEE Commun. Lett. 5(3): 92-94 (2001) - [j104]Erik G. Larsson, Guoqing Liu, Jian Li, Georgios B. Giannakis:
Joint symbol timing and channel estimation for OFDM based WLANs. IEEE Commun. Lett. 5(8): 325-327 (2001) - [j103]Zhiqiang Liu, Georgios B. Giannakis, Sergio Barbarossa, Anna Scaglione:
Transmit antennae space-time block coding for generalized OFDM in the presence of unknown multipath. IEEE J. Sel. Areas Commun. 19(7): 1352-1364 (2001) - [j102]Xiaoli Ma, Cihan Tepedelenlioglu, Georgios B. Giannakis, Sergio Barbarossa:
Non-data-aided carrier offset estimators for OFDM with null subcarriers: identifiability, algorithms, and performance. IEEE J. Sel. Areas Commun. 19(12): 2504-2515 (2001) - [j101]Georgios B. Giannakis, Erchin Serpedin:
A bibliography on nonlinear system identification. Signal Process. 81(3): 533-580 (2001) - [j100]Jian Li, Guoqing Liu, Georgios B. Giannakis:
Carrier frequency offset estimation for OFDM-based WLANs. IEEE Signal Process. Lett. 8(3): 80-82 (2001) - [j99]Shengli Zhou, Georgios B. Giannakis:
Space-time coding with maximum diversity gains over frequency-selective fading channels. IEEE Signal Process. Lett. 8(10): 269-272 (2001) - [j98]Anastasios Stamoulis, Georgios B. Giannakis, Anna Scaglione:
Block FIR decision-feedback equalizers for filterbank precoded transmissions with blind channel estimation capabilities. IEEE Trans. Commun. 49(1): 69-83 (2001) - [j97]Shengli Zhou, Georgios B. Giannakis, Anna Scaglione:
Long codes for generalized FH-OFDMA through unknown multipath channels. IEEE Trans. Commun. 49(4): 721-733 (2001) - [j96]Zhiqiang Liu, Georgios B. Giannakis:
Space-time block-coded multiple access through frequency-selective fading channels. IEEE Trans. Commun. 49(6): 1033-1044 (2001) - [j95]Shengli Zhou, Georgios B. Giannakis:
Finite-alphabet based channel estimation for OFDM and related multicarrier systems. IEEE Trans. Commun. 49(8): 1402-1414 (2001) - [j94]Zhiqiang Liu, Georgios B. Giannakis, Brian L. Hughes:
Double differential space-time block coding for time-selective fading channels. IEEE Trans. Commun. 49(9): 1529-1539 (2001) - [j93]Zhengdao Wang, Georgios B. Giannakis:
Block precoding for MUI/ISI-resilient generalized multicarrier CDMA with multirate capabilities. IEEE Trans. Commun. 49(11): 2016-2027 (2001) - [j92]Erchin Serpedin, Philippe Ciblat, Georgios B. Giannakis, Philippe Loubaton:
Performance analysis of blind carrier phase estimators for general QAM constellations. IEEE Trans. Signal Process. 49(8): 1816-1823 (2001) - [j91]Fulvio Gini, Georgios B. Giannakis, Maria Greco, G. Tong Zhou:
Time-averaged subspace methods for radar clutter texture retrieval. IEEE Trans. Signal Process. 49(9): 1886-1898 (2001) - [j90]Cihan Tepedelenlioglu, Georgios B. Giannakis:
On velocity estimation and correlation properties of narrow-band mobile communication channels. IEEE Trans. Veh. Technol. 50(4): 1039-1052 (2001) - [j89]Zhiqiang Liu, Georgios B. Giannakis, Shengli Zhou, Bertrand Muquet:
Space-time coding for broadband wireless communications. Wirel. Commun. Mob. Comput. 1(1): 35-53 (2001) - [j88]Cihan Tepedelenlioglu, Ali Abdi, Georgios B. Giannakis, Mostafa Kaveh:
Estimation of Doppler spread and signal strength in mobile communications with applications to handoff and adaptive transmission. Wirel. Commun. Mob. Comput. 1(2): 221-242 (2001) - [c65]Mounir Ghogho, Ananthram Swami, Georgios B. Giannakis:
Optimized null-subcarrier selection for CFO estimation in OFDM over frequency-selective fading channels. GLOBECOM 2001: 202-206 - [c64]Geert Leus, Shengli Zhou, Georgios B. Giannakis:
Multiuser spreading codes retaining orthogonality through unknown time- and frequency-selective fading. GLOBECOM 2001: 259-263 - [c63]Shengli Zhou, Georgios B. Giannakis:
Space-time coded transmissions with maximum diversity gains over frequency-selective multipath fading channels. GLOBECOM 2001: 440-444 - [c62]Yan Xin, Zhengdao Wang, Georgios B. Giannakis:
Space-time constellation-rotating codes maximizing diversity and coding gains. GLOBECOM 2001: 455-459 - [c61]Shengli Zhou, Georgios B. Giannakis, Ananthram Swami:
Comparison of digital multi-carrier with direct sequence spread spectrum in the presence of multipath. ICASSP 2001: 2225-2228 - [c60]Massimiliano Pompili, Sergio Barbarossa, Georgios B. Giannakis:
Channel-independent non-data aided synchronization of generalized multiuser OFDM. ICASSP 2001: 2341-2344 - [c59]Shuichi Ohno, Georgios B. Giannakis:
Optimal training and redundant precoding for block transmissions with application to wireless OFDM. ICASSP 2001: 2389-2392 - [c58]Yan Xin, Zhengdao Wang, Georgios B. Giannakis:
Space-time diversity systems based on unitary constellation-rotating precoders. ICASSP 2001: 2429-2432 - [c57]Cihan Tepedelenlioglu, Ali Abdi, Georgios B. Giannakis, Mostafa Kaveh:
Performance analysis of moment-based estimators for the K parameter of the Rice fading distribution. ICASSP 2001: 2521-2524 - [c56]Shuichi Ohno, Georgios B. Giannakis:
Superimposed training on redundant precoding for low-complexity recovery of block transmissions. ICC 2001: 1501-1505 - [c55]Sergio Barbarossa, Massimiliano Pompili, Georgios B. Giannakis:
Time and frequency synchronization of orthogonal frequency division multiple access systems. ICC 2001: 1674-1678 - [c54]Xiaoli Ma, Georgios B. Giannakis, Sergio Barbarossa:
Non-data-aided frequency-offset and channel estimation in OFDM: and related block transmissions. ICC 2001: 1866-1870 - 2000
- [j87]Georgios B. Giannakis, Anastasios Stamoulis, Zhengdao Wang, Paul A. Anghel:
Load-Adaptive MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Linear and DF Receivers. Eur. Trans. Telecommun. 11(6): 527-537 (2000) - [j86]Georgios B. Giannakis:
Signal processing advances in wireless and mobile communications. IEEE Signal Process. Mag. 17(3): 14-15 (2000) - [j85]Zhendao Wang, Georgios B. Giannakis:
Wireless multicarrier communications. IEEE Signal Process. Mag. 17(3): 29-48 (2000) - [j84]Georgios B. Giannakis, Zhengdao Wang, Anna Scaglione, Sergio Barbarossa:
AMOUR-generalized multicarrier transceivers for blind CDMA regardless of multipath. IEEE Trans. Commun. 48(12): 2064-2076 (2000) - [j83]Georgios B. Giannakis, Robert W. Heath Jr.:
Blind identification of multichannel FIR blurs and perfect image restoration. IEEE Trans. Image Process. 9(11): 1877-1896 (2000) - [j82]Nicholas D. Sidiropoulos, Georgios B. Giannakis, Rasmus Bro:
Blind PARAFAC receivers for DS-CDMA systems. IEEE Trans. Signal Process. 48(3): 810-823 (2000) - [j81]Antoine Chevreuil, Erchin Serpedin, Philippe Loubaton, Georgios B. Giannakis:
Blind channel identification and equalization using periodic modulation precoders: performance analysis. IEEE Trans. Signal Process. 48(6): 1570-1586 (2000) - [j80]Cihan Tepedelenlioglu, Georgios B. Giannakis:
Transmitter redundancy for blind estimation and equalization of time- and frequency-selective channels. IEEE Trans. Signal Process. 48(7): 2029-2043 (2000) - [j79]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Lagrange/Vandermonde MUI eliminating user codes for quasi-synchronous CDMA in unknown multipath. IEEE Trans. Signal Process. 48(7): 2057-2073 (2000) - [j78]Nicholas D. Sidiropoulos, Rasmus Bro, Georgios B. Giannakis:
Parallel factor analysis in sensor array processing. IEEE Trans. Signal Process. 48(8): 2377-2388 (2000) - [j77]Erchin Serpedin, Antoine Chevreuil, Georgios B. Giannakis, Philippe Loubaton:
Blind channel and carrier frequency offset estimation using periodic modulation precoders. IEEE Trans. Signal Process. 48(8): 2389-2405 (2000) - [c53]Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis:
Asymptotic analysis of blind cyclic correlation based symbol rate estimation. EUSIPCO 2000: 1-4 - [c52]Christophe J. Le Martret, Georgios B. Giannakis:
All-digital PAM impulse radio for multiple-access through frequency-selective multipath. GLOBECOM 2000: 77-81 - [c51]Anastasios Stamoulis, Georgios B. Giannakis:
Deterministic time-varying packet fair queueing for integrated services networks. GLOBECOM 2000: 621-625 - [c50]Georgios B. Giannakis, Shengli Zhou:
Optimal transmit-diversity precoders for random fading channels. GLOBECOM 2000: 1839-1843 - [c49]David Declercq, Georgios B. Giannakis:
Recovering clipped OFDM symbols with Bayesian inference. ICASSP 2000: 157-160 - [c48]Georgios B. Giannakis, Paul A. Anghel, Zhengdao Wang:
Wideband generalized multicarrier CDMA over frequency-selective wireless channels. ICASSP 2000: 2501-2504 - [c47]Philippe Ciblat, Philippe Loubaton, Erchin Serpedin, Georgios B. Giannakis:
Performance of non-data aided carrier offset estimation for non-circular transmissions through frequency-selective channels. ICASSP 2000: 2525-2528 - [c46]Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis:
Robust OFDM transmissions over frequency-selective channels with multiplicative time-selective effects. ICASSP 2000: 2677-2680 - [c45]Bertrand Muquet, Marc de Courville, Georgios B. Giannakis, Z. Wang, Pierre Duhamel:
Reduced complexity equalizers for zero-padded OFDM transmissions. ICASSP 2000: 2973-2976 - [c44]Bertrand Muquet, Marc de Courville, Pierre Duhamel, Georgios B. Giannakis:
OFDM with Trailing Zeros versus OFDM with Cyclic Prefix: Links, Comparisons, and Application to the HiperLAN/2 System. ICC (2) 2000: 1049-1053 - [c43]Zhengdao Wang, Georgios B. Giannakis:
Block Spreading for MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Multirate Capabilities. ICC (3) 2000: 1477-1481 - [c42]Anastasios Stamoulis, Georgios B. Giannakis:
Packet Fair Queueing Scheduling Based on Multirate Multipath-Transparent CDMA for Wireless Networks. INFOCOM 2000: 1067-1076 - [c41]Zhiqiang Liu, Georgios B. Giannakis, Brian L. Hughes:
Double differential space-time block coding for time-selective fading channels. WCNC 2000: 13-17 - [c40]Shengli Zhou, Georgios B. Giannakis:
Generalized frequency hopping OFDMA through unknown frequency-selective multipath channels. WCNC 2000: 56-60 - [c39]Anastasios Stamoulis, Georgios B. Giannakis:
Multiuser decision-feedback equalization of block-spread multirate transmissions for QoS wireless networking. WCNC 2000: 398-403 - [c38]Cihan Tepedelenlioglu, Georgios B. Giannakis:
A spectral moment approach to velocity estimation in mobile communications. WCNC 2000: 782-786
1990 – 1999
- 1999
- [j76]Anna Scaglione, Georgios B. Giannakis:
Design of user codes in QS-CDMA systems for MUI elimination in unknown multipath. IEEE Commun. Lett. 3(2): 25-27 (1999) - [j75]Georgios B. Giannakis:
Highlights of Signal Processing for Communications. IEEE Signal Process. Mag. 16(2): 14-16 (1999) - [j74]Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis:
Filterbank Transceivers Optimizing Information Rate in Block Transmissions over Dispersive Channels. IEEE Trans. Inf. Theory 45(3): 1019-1032 (1999) - [j73]Georgios B. Giannakis, Cihan Tepedelenlioglu:
Direct blind equalizers of multiple FIR channels: a deterministic approach. IEEE Trans. Signal Process. 47(1): 62-74 (1999) - [j72]Fulvio Gini, Georgios B. Giannakis:
Hybrid FM-polynomial phase signal modeling: parameter estimation and Cramer-Rao bounds. IEEE Trans. Signal Process. 47(2): 363-377 (1999) - [j71]Erchin Serpedin, Georgios B. Giannakis:
A simple proof of a known blind channel identifiability result. IEEE Trans. Signal Process. 47(2): 591-593 (1999) - [j70]Robert W. Heath Jr., Georgios B. Giannakis:
Exploiting input cyclostationarity for blind channel identification in OFDM systems. IEEE Trans. Signal Process. 47(3): 848-856 (1999) - [j69]Olivier Besson, Georgios B. Giannakis, Fulvio Gini:
Improved estimation of hyperbolic frequency modulated chirp signals. IEEE Trans. Signal Process. 47(5): 1384-1388 (1999) - [j68]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Redundant filterbank precoders and equalizers. I. Unification and optimal designs. IEEE Trans. Signal Process. 47(7): 1988-2006 (1999) - [j67]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Redundant filterbank precoders and equalizers. II. Blind channel estimation, synchronization, and direct equalization. IEEE Trans. Signal Process. 47(7): 2007-2022 (1999) - [c37]Erchin Serpedin, Antoine Chevreuil, Georgios B. Giannakis, Philippe Loubaton:
Non-data aided joint estimation of carrier frequency offset and channel using periodic modulation precoders: performance analysis. ICASSP 1999: 2635-2638 - [c36]Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis:
Fading-resistant and MUI-free codes for CDMA systems. ICASSP 1999: 2687-2690 - [c35]Georgios B. Giannakis, Zhengdao Wang, Anna Scaglione, Sergio Barbarossa:
Mutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls. ICASSP 1999: 2741-2744 - [c34]Anna Scaglione, Yan Lin, Georgios B. Giannakis:
Block redundant constant modulus algorithm for channel-irrespective blind identifiability. NSIP 1999: 694-698 - [c33]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Minimum redundancy filterbank precoder for blind channel identification irrespective of channel nulls. WCNC 1999: 787-791 - 1998
- [j66]Georgios B. Giannakis, Cihan Tepedelenlioglu:
Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels. Proc. IEEE 86(9): 1969-1986 (1998) - [j65]Alfred O. Hero III, Hagit Messer, Janina Goldberg, David J. Thomson, Moeness G. Amin, Georgios B. Giannakis, Ananthram Swami, Jitendra K. Tugnait, Arye Nehorai, A. Lee Swindlehurst, Jean-François Cardoso, Lang Tong, Jeffrey L. Krolik:
Highlights of statistical signal and array processing. IEEE Signal Process. Mag. 15(5): 21-64 (1998) - [j64]Fulvio Gini, Georgios B. Giannakis:
Frequency offset and symbol timing recovery in flat-fading channels: a cyclostationary approach. IEEE Trans. Commun. 46(3): 400-411 (1998) - [j63]Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar:
A harmonic retrieval framework for discontinuous motion estimation. IEEE Trans. Image Process. 7(9): 1242-1257 (1998) - [j62]Sergio Barbarossa, Anna Scaglione, Georgios B. Giannakis:
Product high-order ambiguity function for multicomponent polynomial-phase signal modeling. IEEE Trans. Signal Process. 46(3): 691-708 (1998) - [j61]Erchin Serpedin, Georgios B. Giannakis:
Blind channel identification and equalization with modulation-induced cyclostationarity. IEEE Trans. Signal Process. 46(7): 1930-1944 (1998) - [j60]Fulvio Gini, Georgios B. Giannakis:
Generalized differential encoding: a nonlinear signal processing perspective. IEEE Trans. Signal Process. 46(11): 2967-2974 (1998) - [j59]Hui Liu, Georgios B. Giannakis:
Deterministic approaches for blind equalization of time-varying channels with antenna arrays. IEEE Trans. Signal Process. 46(11): 3003-3013 (1998) - [j58]Georgios B. Giannakis, Erchin Serpedin:
Blind identification of ARMA channels with periodically modulated inputs. IEEE Trans. Signal Process. 46(11): 3099-3104 (1998) - [c32]Antoine Chevreuil, Erchin Serpedin, Philippe Loubaton, Georgios B. Giannakis:
Performance analysis of blind channel estimators based on non-redundant periodic modulation precoders. ICASSP 1998: 3397-3400 - [c31]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Self-recovering multirate equalizers using redundant filterbank precoders. ICASSP 1998: 3501-3504 - [c30]Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa:
Redundant filterbank precoders and equalizers: unification and optimal designs. ICC 1998: 21-25 - 1997
- [j57]Ananthram Swami, Georgios B. Giannakis, Guotong Zhou:
Bibliography on higher-order statistics. Signal Process. 60(1): 65-126 (1997) - [j56]Georgios B. Giannakis:
Filterbanks for blind channel identification and equalization. IEEE Signal Process. Lett. 4(6): 184-187 (1997) - [j55]Sanyogita Shamsunder, Georgios B. Giannakis:
Multichannel blind signal separation and reconstruction. IEEE Trans. Speech Audio Process. 5(6): 515-528 (1997) - [j54]Georgios B. Giannakis, Erchin Serpedin:
Linear multichannel blind equalizers of nonlinear FIR Volterra channels. IEEE Trans. Signal Process. 45(1): 67-81 (1997) - [j53]Michail K. Tsatsanis, Georgios B. Giannakis:
Blind estimation of direct sequence spread spectrum signals in multipath. IEEE Trans. Signal Process. 45(5): 1241-1252 (1997) - [j52]Michail K. Tsatsanis, Georgios B. Giannakis:
Transmitter induced cyclostationarity for blind channel equalization. IEEE Trans. Signal Process. 45(7): 1785-1794 (1997) - [j51]Georgios B. Giannakis, Steven D. Halford:
Asymptotically optimal blind fractionally spaced channel estimation and performance analysis. IEEE Trans. Signal Process. 45(7): 1815-1830 (1997) - [j50]Georgios B. Giannakis, Steven D. Halford:
Blind fractionally spaced equalization of noisy FIR channels: direct and adaptive solutions. IEEE Trans. Signal Process. 45(9): 2277-2292 (1997) - [j49]Michail K. Tsatsanis, Georgios B. Giannakis:
Subspace methods for blind estimation of time-varying FIR channels. IEEE Trans. Signal Process. 45(12): 3084-3093 (1997) - [c29]Rama Chellapa, Renato De Mori, Georgios B. Giannakis, Hans Georg Musmann, Hermann Ney, Mark J. T. Smith, John R. Treichler, Michael D. Zoltowski:
Expert Summaries. ICASSP 1997: 9-10 - [c28]Michail K. Tsatsanis, Georgios B. Giannakis:
Cyclostationarity in partial response signaling: a novel framework for blind equalization. ICASSP 1997: 3597-3600 - [c27]Georgios B. Giannakis, Cihan Tepedelenlioglu, Hui Liu:
Adaptive blind equalization of time-varying channels. ICASSP 1997: 4033-4036 - 1996
- [j48]Ananthram Swami, Georgios B. Giannakis:
Editorial. Signal Process. 53(2-3): 89-91 (1996) - [j47]Michail K. Tsatsanis, Georgios B. Giannakis, Guotong Zhou:
Estimation and equalization of fading channels with random coefficients. Signal Process. 53(2-3): 211-229 (1996) - [j46]Michail K. Tsatsanis, Georgios B. Giannakis:
Equalization of rapidly fading channels: self-recovering methods. IEEE Trans. Commun. 44(5): 619-630 (1996) - [j45]Thomas E. Hall, Georgios B. Giannakis:
Image modeling using inverse filtering criteria with application to textures. IEEE Trans. Image Process. 5(6): 938-949 (1996) - [j44]Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar:
Spatiotemporal approach for time-varying global image motion estimation. IEEE Trans. Image Process. 5(10): 1448-1461 (1996) - [j43]Guotong Zhou, Georgios B. Giannakis:
Polyspectral analysis of mixed processes and coupled harmonics. IEEE Trans. Inf. Theory 42(3): 943-958 (1996) - [j42]Amod V. Dandawate, Georgios B. Giannakis:
Modeling (almost) periodic moving average processes using cyclic statistics. IEEE Trans. Signal Process. 44(3): 673-684 (1996) - [j41]Guotong Zhou, Georgios B. Giannakis, Ananthram Swami:
On polynomial phase signals with time-varying amplitudes. IEEE Trans. Signal Process. 44(4): 848-861 (1996) - [j40]John M. M. Anderson, Georgios B. Giannakis:
Noisy input/output system identification using cumulants and the Steiglitz-McBride algorithm. IEEE Trans. Signal Process. 44(4): 1021-1024 (1996) - [j39]Michail K. Tsatsanis, Georgios B. Giannakis:
Optimal decorrelating receivers for DS-CDMA systems: a signal processing framework. IEEE Trans. Signal Process. 44(12): 3044-3055 (1996) - [c26]Michail K. Tsatsanis, Georgios B. Giannakis, Guotong Zhou:
Estimation and equalization of fading channels with random coefficients. ICASSP 1996: 1093-1096 - [c25]Georgios B. Giannakis, Robert W. Heath Jr.:
Blurs and perfect image restoration. ICIP (1) 1996: 717-720 - 1995
- [j38]John M. M. Anderson, Georgios B. Giannakis:
2-D harmonic retrieval using higher-order statistics. Multidimens. Syst. Signal Process. 6(4): 313-331 (1995) - [j37]Georgios B. Giannakis, Anastasios N. Delopoulos:
Cumulant-based autocorrelation estimates of non-Gaussian linear processes. Signal Process. 47(1): 1-17 (1995) - [j36]Georgios B. Giannakis:
Polyspectral and cyclostationary approaches for identification of closed-loop systems. IEEE Trans. Autom. Control. 40(5): 882-885 (1995) - [j35]John M. M. Anderson, Georgios B. Giannakis:
Image motion estimation algorithms using cumulants. IEEE Trans. Image Process. 4(3): 346-357 (1995) - [j34]Thomas E. Hall, Georgios B. Giannakis:
Bispectral analysis and model validation of texture images. IEEE Trans. Image Process. 5(7): 996-1009 (1995) - [j33]Amod V. Dandawate, Georgios B. Giannakis:
Asymptotic theory of mixed time averages and k th-order cyclic-moment and cumulant statistics. IEEE Trans. Inf. Theory 41(1): 216-232 (1995) - [j32]Sanyogita Shamsunder, Georgios B. Giannakis, Benjamin Friedlander:
Estimating random amplitude polynomial phase signals: a cyclostationary approach. IEEE Trans. Signal Process. 43(2): 492-505 (1995) - [j31]Guotong Zhou, Georgios B. Giannakis:
Retrieval of self-coupled harmonics. IEEE Trans. Signal Process. 43(5): 1173-1186 (1995) - [j30]Guotong Zhou, Georgios B. Giannakis:
Harmonics in Gaussian multiplicative and additive noise: Cramer-Rao bounds. IEEE Trans. Signal Process. 43(5): 1217-1231 (1995) - [j29]Guotong Zhou, Georgios B. Giannakis:
Harmonics in multiplicative and additive noise: performance analysis of cyclic estimators. IEEE Trans. Signal Process. 43(6): 1445-1460 (1995) - [j28]Michail K. Tsatsanis, Georgios B. Giannakis:
Principal component filter banks for optimal multiresolution analysis. IEEE Trans. Signal Process. 43(8): 1766-1777 (1995) - [j27]John M. M. Anderson, Georgios B. Giannakis, Ananthram Swami:
Harmonic retrieval using higher order statistics: a deterministic formulation. IEEE Trans. Signal Process. 43(8): 1880-1889 (1995) - [j26]Georgios B. Giannakis, Guotong Zhou:
Harmonics in multiplicative and additive noise: parameter estimation using cyclic statistics. IEEE Trans. Signal Process. 43(9): 2217-2221 (1995) - [c24]Michail K. Tsatsanis, Georgios B. Giannakis:
Multirate filter banks for code-division multiple access systems. ICASSP 1995: 1484-1487 - [c23]Georgios B. Giannakis, Steven D. Halford:
Blind fractionally-spaced equalization of noisy FIR channels: adaptive and optimal solutions. ICASSP 1995: 1972-1975 - [c22]Wei-Ge Chen, Guotong Zhou, Georgios B. Giannakis:
Velocity and acceleration estimation of Doppler weather radar/lidar signals in colored noise. ICASSP 1995: 2052-2055 - [c21]Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar:
A harmonic retrieval framework for discontinuous motion estimation. ICIP 1995: 219-222 - 1994
- [j25]Anastasios N. Delopoulos, Georgios B. Giannakis:
Consistent identification of stochastic linear systems with noisy input-output data. Autom. 30(8): 1271-1294 (1994) - [j24]Amod V. Dandawate, Georgios B. Giannakis:
Nonparametric polyspectral estimators for kth-order (almost) cyclostationary processes. IEEE Trans. Inf. Theory 40(1): 67-84 (1994) - [j23]Ananthram Swami, Georgios B. Giannakis, Sanyogita Shamsunder:
Multichannel ARMA processes. IEEE Trans. Signal Process. 42(4): 898-913 (1994) - [j22]Sanyogita Shamsunder, Georgios B. Giannakis:
Detection and parameter estimation of multiple nonGaussian sources via higher order statistics. IEEE Trans. Signal Process. 42(5): 1145-1155 (1994) - [j21]Amod V. Dandawate, Georgios B. Giannakis:
Statistical tests for presence of cyclostationarity. IEEE Trans. Signal Process. 42(9): 2355-2369 (1994) - [j20]Georgios B. Giannakis, Guotong Zhou:
Parameter estimation of cyclostationary AM time series with application to missing observations. IEEE Trans. Signal Process. 42(9): 2408-2419 (1994) - [j19]Brian M. Sadler, Georgios B. Giannakis, Keh-Shin Lii:
Estimation and detection in non-Gaussian noise using higher order statistics. IEEE Trans. Signal Process. 42(10): 2729-2741 (1994) - [j18]Sanyogita Shamsunder, Georgios B. Giannakis:
Signal selective localization of nonGaussian cyclostationary sources. IEEE Trans. Signal Process. 42(10): 2860-2864 (1994) - [j17]Georgios B. Giannakis, Michail K. Tsatsanis:
Time-domain tests for Gaussianity and time-reversibility. IEEE Trans. Signal Process. 42(12): 3460-3472 (1994) - [c20]Amod V. Dandawate, Georgios B. Giannakis:
Extraction of almost periodic signals using cyclostationarity. ICASSP (4) 1994: 141-144 - [c19]Guotong Zhou, Georgios B. Giannakis:
Self coupled harmonics: stationary and cyclostationary approaches. ICASSP (4) 1994: 153-156 - [c18]Wei-Ge Chen, Georgios B. Giannakis, N. Nandhakumar:
Spatio-Temporal Approach for Time-Varying Image Motion Estimation. ICIP (2) 1994: 232-236 - [c17]Thomas E. Hall, Georgios B. Giannakis:
Image Modeling Using Inverse Filtering Criteria with Application to Texture Images. ICIP (3) 1994: 392-396 - 1993
- [j16]Sanyogita Shamsunder, Georgios B. Giannakis:
Modeling of non-Gaussian array data using cumulants: DOA estimation of more sources with less sensors. Signal Process. 30(3): 279-297 (1993) - [j15]Amod V. Dandawate, Georgios B. Giannakis:
Nonparametric cyclic- polyspectral analysis of AM signals and processes with missing observations. IEEE Trans. Inf. Theory 39(6): 1864-1876 (1993) - [j14]Michail K. Tsatsanis, Georgios B. Giannakis:
Time-varying system identification and model validation using wavelets. IEEE Trans. Signal Process. 41(12): 3512-3523 (1993) - [c16]Michail K. Tsatsanis, Georgios B. Giannakis:
Blind equalization of rapidly fading channels via exploitation of cyclostationarity and higher-order statistics. ICASSP (4) 1993: 85-88 - [c15]Georgios B. Giannakis, Sanyogita Shamsunder:
Information theoretic criteria for non-Gaussian ARMA order determination and parameter estimation. ICASSP (4) 1993: 196-199 - [c14]Brian M. Sadler, Georgios B. Giannakis:
Detection in colored non-Gaussian noise using cumulants. ICASSP (4) 1993: 204-207 - 1992
- [j13]Georgios B. Giannakis, Ananthram Swami:
Identifiability of general ARMA processes using linear cumulant-based estimators. Autom. 28(4): 771-779 (1992) - [j12]Michail K. Tsatsanis, Georgios B. Giannakis:
Object and Texture Classification Using Higher Order Statistics. IEEE Trans. Pattern Anal. Mach. Intell. 14(7): 733-750 (1992) - [j11]Georgios B. Giannakis, Michail K. Tsatsanis:
A unifying maximum-likelihood view of cumulant and polyspectral measures for non-Gaussian signal classification and estimation. IEEE Trans. Inf. Theory 38(2): 386-406 (1992) - [j10]Jitendra K. Tugnait, Georgios B. Giannakis, Ananthram Swami:
Counterexamples to 'On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes' [and reply]. IEEE Trans. Signal Process. 40(4): 1011-1015 (1992) - [j9]Anastasios N. Delopoulos, Georgios B. Giannakis:
Strongly consistent identification algorithms and noise insensitive MSE criteria. IEEE Trans. Signal Process. 40(8): 1955-1970 (1992) - [c13]Amod V. Dandawate, Georgios B. Giannakis:
Cyclic-cumulant based identification of almost periodically time-varying systems: parametric methods. ICASSP 1992: 229-232 - 1991
- [c12]Thomas E. Hall, Georgios B. Giannakis:
Texture model validation using higher-order statistics. ICASSP 1991: 2673-2676 - [c11]John M. M. Anderson, Georgios B. Giannakis:
Noise insensitive image motion estimation using cumulants. ICASSP 1991: 2721-2724 - [c10]Georgios B. Giannakis, Michail K. Tsatsanis:
HOS or SOS for parametric modeling? ICASSP 1991: 3097-3100 - [c9]Anastasios Delopoulos, Georgios B. Giannakis:
Strongly consistent output only and input/output identification in the presence of Gaussian noise. ICASSP 1991: 3521-3524 - 1990
- [j8]Georgios B. Giannakis:
Lessons in digital estimation theory: Jerry M. Mendel. Autom. 26(1): 187-188 (1990) - [j7]Ananthram Swami, Georgios B. Giannakis, Jerry M. Mendel:
Linear modeling of multidimensional non-gaussian processes using cumulants. Multidimens. Syst. Signal Process. 1(1): 11-37 (1990) - [j6]Georgios B. Giannakis, Ananthram Swami:
On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes. IEEE Trans. Acoust. Speech Signal Process. 38(3): 478-495 (1990) - [j5]Georgios B. Giannakis, Michail K. Tsatsanis:
Signal detection and classification using matched filtering and higher order statistics. IEEE Trans. Acoust. Speech Signal Process. 38(7): 1284-1296 (1990) - [j4]Georgios B. Giannakis, Jerry M. Mendel:
Cumulant-based order determination of non-Gaussian ARMA models. IEEE Trans. Acoust. Speech Signal Process. 38(8): 1411-1423 (1990) - [c8]Georgios B. Giannakis, Amod V. Dandawate:
Linear and non-linear adaptive noise cancelers. ICASSP 1990: 1373-1376 - [c7]Maria Rangoussi, Georgios B. Giannakis:
FIR modeling using log-bispectra: weighted least-squares algorithms and performance analysis. ICASSP 1990: 2399-2402
1980 – 1989
- 1989
- [j3]Jitendra K. Tugnait, Georgios B. Giannakis:
Comments, with reply, on 'Cumulants: a powerful tool in signal processing' by G.B. Giannakis. Proc. IEEE 77(3): 491-492 (1989) - [j2]Georgios B. Giannakis, Jerry M. Mendel:
Identification of nonminimum phase systems using higher order statistics. IEEE Trans. Acoust. Speech Signal Process. 37(3): 360-377 (1989) - [c6]Ananthram Swami, Georgios B. Giannakis, Jerry M. Mendel:
A unified approach to modeling multichannel ARMA processes. ICASSP 1989: 2182-2185 - 1988
- [c5]Ananthram Swami, Georgios B. Giannakis:
ARMA modeling and phase reconstruction of multidimensional non-Gaussian processes using cumulants. ICASSP 1988: 729-732 - [c4]Yujiro Inouye, Georgios B. Giannakis, Jerry M. Mendel:
Cumulant based parameter estimation of multichannel moving-average processes. ICASSP 1988: 1252-1255 - [c3]Georgios B. Giannakis, Ananthram Swami, Jerry M. Mendel:
Maximum entropy extrapolation of cumulant statistics: linear processes. ICASSP 1988: 2316-2319 - 1987
- [j1]Georgios B. Giannakis:
Cumulants: A powerful tool in signal processing. Proc. IEEE 75(9): 1333-1334 (1987) - [c2]Georgios B. Giannakis, Jerry M. Mendel, W. Wang:
ARMA Modeling using cumulant and autocorrelation statistics. ICASSP 1987: 61-64 - [c1]Georgios B. Giannakis, Jerry M. Mendel, Xiaofeng Zhao:
A fast prediction-error detector for estimating sparse-spike sequences. ICASSP 1987: 1115-1118
Coauthor Index
Dimitris Berberidis
aka: Dimitris K. Berberidis
aka: Dimitris K. Berberidis
Alfonso Cano
aka: Alfonso Cano Pleite
aka: Alfonso Cano Pleite
[j449] [j448] [j427] [c428] [i122] [j421] [j419] [j416] [j413] [j412] [j400] [c420] [c418] [c406] [i105] [i98] [j398] [j394] [j392] [c399] [c398] [c397] [c384] [c383] [c380] [c377] [i93] [i92] [i90] [i89] [i85] [i83] [i78] [j374] [j367] [j363] [j360] [c375] [c366] [c359] [c358] [c348] [i76] [i75] [i70] [i61] [j359] [j358] [j357] [j356] [c347] [c337] [c333] [c331] [c329] [i59] [i51] [c308] [c304]
Georgios Vasileios Karanikolas
aka: G. V. Karanikolas
aka: G. V. Karanikolas
[j373] [j368] [j361] [j350] [i56] [j346] [c315] [c314] [c310] [c302] [j336] [c295] [c284] [c280] [i34] [j330] [j325] [j320] [j319] [c278] [c274] [c273] [c266] [i24] [j310] [c251] [c249] [c241] [j301] [j300] [j297] [j285] [j283] [j282] [c233] [c231] [c225] [c214] [c210] [c208] [j274] [c206] [c205] [c202] [j269] [c195] [c181]
Antonio G. Marqués
aka: Antonio G. Marques
aka: Antonio G. Marques
[j426] [i128] [j418] [c417] [c410] [c408] [i116] [j391] [c382] [i84] [i77] [j374] [c347] [i54] [c305] [c297] [j342] [c272] [c264] [c254] [j317] [j303] [j288] [c229] [c213] [j278] [c200] [j264] [c193] [i2] [j248] [j247] [j245] [c175] [c174] [j240] [c165] [c164] [c162] [c157] [c152] [j224] [c141] [c136]
[j345] [c319] [i44] [j341] [j337] [j336] [c285] [c281] [i38] [j333] [j328] [j324] [j322] [j321] [c275] [c262] [c260] [i32] [i31] [i27] [j312] [j308] [j305] [c242] [c239] [c238] [c236] [i22] [i20] [i16] [j289] [c235] [c223] [c219] [c215] [c211] [i8] [i7] [j272] [c201] [c197] [j268] [j266] [j262] [c173]
Nicholas D. Sidiropoulos
aka: Nikos D. Sidiropoulos
aka: Nikolas D. Sidiropoulos
aka: Nikolaos D. Sidiropoulos
aka: Nikos D. Sidiropoulos
aka: Nikolas D. Sidiropoulos
aka: Nikolaos D. Sidiropoulos
[j459] [j445] [j435] [j432] [j425] [c438] [c437] [c434] [c430] [c423] [c422] [c421] [i129] [i127] [i126] [i125] [i124] [i120] [j423] [j420] [j417] [j415] [j414] [j411] [j410] [j406] [j404] [j403] [c413] [c412] [c409] [c404] [c403] [i115] [i113] [i106] [i101] [i100] [i99] [j393] [j390] [j388] [j384] [j382] [j380] [c400] [c393] [c390] [c388] [c376] [i96] [i87] [i82] [i80] [j370] [j362] [c367] [c364] [c357] [c349] [i74] [i73] [i69] [i68] [i66] [i63] [c336] [c330] [c325] [i57] [i50] [i49] [i46] [c301] [i41] [c296] [c288] [c284] [i35] [i24]
[j425] [i127] [j416] [j413] [j412] [j392] [j377] [c399] [i93] [i85] [j376] [j367] [j360] [c359] [c358] [j359] [j358] [j357] [j356] [j349] [c337] [c333] [c331] [c329] [i59] [i51] [j344] [c317] [c308] [c304] [c300] [c298] [j296] [j264] [j253] [j248] [j247] [j244] [c175] [c171] [j240] [j236] [j230] [c169] [c168] [c165] [c164] [c156] [c155] [c151] [j226] [j209] [c150] [c138] [c133] [c132] [c130] [c117] [i1]
G. Tong Zhou
aka: Guotong Zhou
aka: Guotong Zhou
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