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- affiliation: Stony Brook University, NY, USA
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2020 – today
- 2025
[j127]Andrea Pitzus
, Giulia Baldazzi, Marco Orrù, Luigi Raffo, Graziana Viola, Petar M. Djuric, Danilo Pani:
Arrhythmogenic sites identification in post-ischemic ventricular tachycardia electrophysiological studies by explainable deep learning. Biomed. Signal Process. Control. 99: 106844 (2025)- 2024
- [j126]Pau Closas, Lorenzo Ortega, Julien Lesouple, Petar M. Djuric:
Emerging trends in signal processing and machine learning for positioning, navigation and timing information: special issue editorial. EURASIP J. Adv. Signal Process. 2024(1): 84 (2024) - [j125]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Gaussian Process-Gated Hierarchical Mixtures of Experts. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6443-6453 (2024) - [j124]Kent X. Eng, Yang Xie, Mauricio Pereira, Zygmunt J. Haas, Samir R. Das, Petar M. Djuric, Branko Glisic, Milutin Stanacevic:
A Vision and Proof of Concept for New Approach to Monitoring for Safer Future Smart Transportation Systems. Sensors 24(18): 6018 (2024) - [j123]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Reinforcement Learning for Joint Detection and Mapping Using Dynamic UAV Networks. IEEE Trans. Aerosp. Electron. Syst. 60(3): 2586-2601 (2024) - [j122]Daniel Waxman, Petar M. Djuric:
Dynamic Online Ensembles of Basis Expansions. Trans. Mach. Learn. Res. 2024 (2024) - [j121]Chen Cui, Paolo Banelli, Petar M. Djuric:
Topology Inference of Directed Graphs by Gaussian Processes With Sparsity Constraints. IEEE Trans. Signal Process. 72: 2147-2159 (2024) - [j120]Kurt Butler, Guanchao Feng, Petar M. Djuric:
Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. 72: 2739-2750 (2024) - [c256]Chen Cui, Sima Mofakham, Jessica M. Phillips, Kurt Butler, Charles B. Mikell, Yuri B. Saalmann, Petar M. Djuric:
Gaussian Process-Based Inference Toward Revealing Brain Functional Connectivity. EUSIPCO 2024: 1122-1126 - [c255]Kurt Butler, Marija Iloska, Petar M. Djuric:
On Counterfactual Interventions in Vector Autoregressive Models. EUSIPCO 2024: 1987-1991 - [c254]Daniel Waxman, Petar M. Djuric:
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. FUSION 2024: 1-8 - [c253]Marzieh Ajirak, Yuhao Liu, Petar M. Djuric:
Filtering of High-Dimensional Data for Sequential Classification. FUSION 2024: 1-7 - [c252]Fabio Broghammer, Thomas Wiedemann, Siwei Zhang, Armin Dammann, Christian Gentner, Petar M. Djuric:
Self-Organized Sensor Eggs for Decentralized Localization and Sensing on Vulcano Island - A Glimpse into Future Space Exploration with Swarms. FUSION 2024: 1-8 - [c251]Tong Chen, Guanchao Feng, Petar M. Djuric:
Improving Open-Set Recognition with Bayesian Metric Learning. ICASSP 2024: 6185-6189 - [c250]Yuanqing Song, Yuhao Liu, Petar M. Djuric:
Novel Architecture of Deep Feature-Based Gaussian Processes with an Ensemble of Kernels. ICASSP 2024: 6750-6754 - [c249]Liu Yang, Kurt Butler, Petar M. Djuric:
Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes. ICASSP 2024: 7205-7209 - [c248]Fernando Llorente, Petar M. Djuric:
Dynamic Random Feature Gaussian Processes for Bayesian Optimization of Time-Varying Functions. ICASSP 2024: 9756-9760 - [c247]Chen Cui, Petar M. Djuric:
Inference of Time-Varying Graph Topologies via Gaussian Processes. ICASSP 2024: 13276-13280 - [c246]Yang Xie, Yang Li, Petar M. Djuric, Samir R. Das, Milutin Stanacevic:
Optimized Channel Phase Estimation in Passive RF Tag Network. RFID 2024: 1-6 - [i20]Daniel Waxman, Kurt Butler, Petar M. Djuric:
Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery. CoRR abs/2401.02930 (2024) - [i19]Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric:
Fusion of Gaussian Processes Predictions with Monte Carlo Sampling. CoRR abs/2403.01389 (2024) - [i18]Kurt Butler, Guanchao Feng, Petar M. Djuric:
Explainable Learning with Gaussian Processes. CoRR abs/2403.07072 (2024) - [i17]Daniel Waxman, Petar M. Djuric:
Dynamic Online Ensembles of Basis Expansions. CoRR abs/2405.01365 (2024) - [i16]Daniel Waxman, Petar M. Djuric:
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. CoRR abs/2406.00570 (2024) - [i15]Kurt Butler, Marija Iloska, Petar M. Djuric:
On Counterfactual Interventions in Vector Autoregressive Models. CoRR abs/2406.19573 (2024) - 2023
- [j119]Milos Janjic, Nenad Vukmirovic, Miljko Eric, Petar M. Djuric:
Over-the-Air Synchronization of Time, Phase and Frequency in a Distributed Receiving System. IEEE Access 11: 128198-128223 (2023) - [j118]Kurt Butler, Guanchao Feng, Petar M. Djuric:
On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. 71: 2595-2607 (2023) - [j117]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Sequential Estimation of Gaussian Process-Based Deep State-Space Models. IEEE Trans. Signal Process. 71: 2968-2980 (2023) - [c245]Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric:
FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING. ACSSC 2023: 1367-1371 - [c244]Marzieh Ajirak, Heidi Preis, Marci Lobel, Petar M. Djuric:
Learning from Heterogeneous Data with Deep Gaussian Processes. CAMSAP 2023: 46-50 - [c243]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO 2023: 1155-1159 - [c242]Yuhao Liu, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric:
Detecting Confounders in Multivariate Time Series using Strength of Causation. EUSIPCO 2023: 1400-1404 - [c241]Kurt Butler, Duncan Cleveland, Charles B. Mikell, Sima Mofakham, Yuri B. Saalmann, Petar M. Djuric:
An Approach to Learning the Hierarchical Organization of the Frontal Lobe. EUSIPCO 2023: 1410-1414 - [c240]Marzieh Ajirak, Petar M. Djuric:
A Gaussian Latent Variable Model for Incomplete Mixed Type Data. ICASSP 2023: 1-5 - [c239]Yuhao Liu, Chen Cui, Marzieh Ajirak, Petar M. Djuric:
Estimation of Time-Varying Graph Topologies from Graph Signals. ICASSP 2023: 1-5 - [i14]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Sequential Estimation of Gaussian Process-based Deep State-Space Models. CoRR abs/2301.12528 (2023) - [i13]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Gaussian Process-Gated Hierarchical Mixtures of Experts. CoRR abs/2302.04947 (2023) - 2022
- [j116]Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch:
Fusion of Probability Density Functions. Proc. IEEE 110(4): 404-453 (2022) - [j115]Kurt Butler, Guanchao Feng, Petar M. Djuric:
A Differential Measure of the Strength of Causation. IEEE Signal Process. Lett. 29: 2208-2212 (2022) - [j114]Arani Bhattacharya, Caitao Zhan, Abhishek Maji, Himanshu Gupta, Samir R. Das, Petar M. Djuric:
Selection of Sensors for Efficient Transmitter Localization. IEEE/ACM Trans. Netw. 30(1): 107-119 (2022) - [c238]Andrea Pitzus, Giulia Baldazzi, Marco Orrù, Alberto Valdes Rey, Graziana Viola, Luigi Raffo, Petar M. Djuric, Danilo Pani:
Exploring Transfer Learning for Ventricular Tachycardia Electrophysiology Studies. CinC 2022: 1-4 - [c237]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Inference with Deep Gaussian Process State Space Models. EUSIPCO 2022: 792-796 - [c236]Siwei Zhang, Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Multi-Agent Navigation with Reinforcement Learning Enhanced Information Seeking. EUSIPCO 2022: 982-986 - [c235]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO 2022: 1248-1252 - [c234]Marzieh Ajirak, Yuhao Liu, Petar M. Djuric:
Ensembles of Gaussian process latent variable models. EUSIPCO 2022: 1467-1471 - [c233]Chen Cui, Paolo Banelli, Petar M. Djuric:
Gaussian Processes for Topology Inference of Directed Graphs. EUSIPCO 2022: 2156-2160 - [c232]Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric:
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. EUSIPCO 2022: 2216-2220 - [c231]Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP 2022: 1316-1320 - [c230]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP 2022: 1326-1330 - [c229]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP 2022: 1331-1335 - [c228]Yuhao Liu, Petar M. Djuric:
Tracking the Dimensions of Latent Spaces of Gaussian Process Latent Variable Models. ICASSP 2022: 4193-4197 - [c227]Asher A. Hensley, Petar M. Djuric:
Online Learning for Latent Yule-Simon Processes. ICASSP 2022: 5508-5512 - [c226]Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic:
Amplitude and Phase Estimation of Backscatter Tag-to-Tag Channel. ISCAS 2022: 1342-1346 - [i12]Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch:
Fusion of Probability Density Functions. CoRR abs/2202.11633 (2022) - 2021
- [j113]Víctor Elvira, Joaquín Míguez, Petar M. Djuric:
On the performance of particle filters with adaptive number of particles. Stat. Comput. 31(6): 81 (2021) - [j112]Nenad Vukmirovic, Miljko Eric, Petar M. Djuric:
Performance Limits of Direct Wideband Coherent 3D Localization in Distributed Massive MIMO Systems. Sensors 21(10): 3401 (2021) - [j111]K. Wendy Tang, Petar M. Djuric:
Bachelor of Science in Electrical Engineering Online: A Journey of Challenges and Triumphs. IEEE Signal Process. Mag. 38(3): 115-121 (2021) - [j110]Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric:
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics 25(7): 2487-2496 (2021) - [j109]Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric:
Bayesian Reconstruction of Fourier Pairs. IEEE Trans. Signal Process. 69: 73-87 (2021) - [j108]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms. IEEE Trans. Signal Process. 69: 5723-5738 (2021) - [c225]Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. EUSIPCO 2021: 1321-1325 - [c224]Yuhao Liu, Petar M. Djuric:
The Use of Gaussian Processes as Particles for Sequential Monte Carlo Estimation of Time-Varying Functions. EUSIPCO 2021: 1975-1979 - [c223]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. EUSIPCO 2021: 1980-1984 - [c222]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP 2021: 1020-1024 - [c221]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. ICASSP 2021: 3775-3779 - [c220]Douglas E. Johnston, Petar M. Djuric:
Bayesian Estimation of a Tail-Index with Marginalized Threshold. ICASSP 2021: 5569-5573 - [c219]Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mónica F. Bugallo:
Particle Gibbs Sampling for Regime-Switching State-Space Models. ICASSP 2021: 5579-5583 - [c218]Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric:
Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. ICASSP 2021: 5584-5588 - [c217]Yuanfei Huang, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic:
RF Energy Harvesting and Management for Near-Zero Power Passive Devices. ISCAS 2021: 1-5 - [c216]Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic:
Collaborative Backscatter Based on Phase Channel Estimation in Passive RF Tag Networks. RFID-TA 2021: 128-131 - [c215]Abeer Ahmad, Xiao Sha, Milutin Stanacevic, Akshay Athalye, Petar M. Djuric, Samir R. Das:
Enabling Passive Backscatter Tag Localization Without Active Receivers. SenSys 2021: 178-191 - [c214]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
3D Source Tracking with Large Antenna Arrays in the Fresnel Region. SPAWC 2021: 426-430 - [i11]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Near-field Tracking with Large Antenna Arrays: Fundamental Limits and Practical Algorithms. CoRR abs/2102.05890 (2021) - [i10]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Networks of UAVs of Low-Complexity for Time-Critical Localization. CoRR abs/2108.13181 (2021) - 2020
- [j107]Anna Guerra, Davide Dardari, Petar M. Djuric:
Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. IEEE Access 8: 116454-116469 (2020) - [j106]Arani Bhattacharya, Ayon Chakraborty, Samir R. Das, Himanshu Gupta, Petar M. Djuric:
Spectrum Patrolling With Crowdsourced Spectrum Sensors. IEEE Trans. Cogn. Commun. Netw. 6(1): 271-281 (2020) - [j105]Anna Guerra, Davide Dardari, Petar M. Djuric:
Dynamic Radar Networks of UAVs: A Tutorial Overview and Tracking Performance Comparison With Terrestrial Radar Networks. IEEE Veh. Technol. Mag. 15(2): 113-120 (2020) - [c213]Ibrahim Hammoud, I. V. Ramakrishnan, Petar M. Djuric:
Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention. CinC 2020: 1-4 - [c212]Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric:
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO 2020: 1080-1084 - [c211]Yuhao Liu, Petar M. Djuric:
Gaussian Process State-Space Models with Time-Varying Parameters and Inducing Points. EUSIPCO 2020: 1462-1466 - [c210]Yousef El-Laham, Liu Yang, Petar M. Djuric, Mónica F. Bugallo:
Particle Filtering Under General Regime Switching. EUSIPCO 2020: 2378-2382 - [c209]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP 2020: 1309-1313 - [c208]Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric:
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP 2020: 3692-3696 - [c207]Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo:
Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. ICASSP 2020: 5475-5479 - [c206]Douglas E. Johnston, Petar M. Djuric:
A Recursive Bayesian Solution for the Excess Over Threshold Distribution with Stochastic Parameters. ICASSP 2020: 8439-8443 - [c205]Abeer Ahmad, Yuanfei Huang, Xiao Sha, Akshay Athalye, Milutin Stanacevic, Samir R. Das, Petar M. Djuric:
On Measuring Doppler Shifts between Tags in a Backscattering Tag-to-Tag Network with Applications in Tracking. ICASSP 2020: 9055-9059 - [c204]Arani Bhattacharya, Caitao Zhan, Himanshu Gupta, Samir R. Das, Petar M. Djuric:
Selection of Sensors for Efficient Transmitter Localization. INFOCOM 2020: 2410-2419 - [c203]Xiao Sha, Yuanfei Huang, Tutu Wan, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic:
A Self-Biased Low Modulation Index ASK Demodulator for Implantable Devices. ISCAS 2020: 1-5 - [c202]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. PLANS 2020: 1004-1013 - [i9]Anna Guerra, Davide Dardari, Petar M. Djuric:
Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. CoRR abs/2001.04560 (2020) - [i8]Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric:
Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. CoRR abs/2005.05057 (2020) - [i7]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
GP-LVM of categorical data from test-positive COVID-19 pregnant women. CoRR abs/2011.03715 (2020)
2010 – 2019
- 2019
- [j104]Nenad Vukmirovic, Miljko Eric, Milos Janjic, Petar M. Djuric:
Direct Wideband Coherent Localization by Distributed Antenna Arrays. Sensors 19(20): 4582 (2019) - [j103]Tiancheng Li, Franz Hlawatsch, Petar M. Djuric:
Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking. IEEE Signal Process. Lett. 26(1): 49-53 (2019) - [j102]Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo:
Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. 36(5): 127-134 (2019) - [j101]Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo:
Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. IEEE Signal Process. Mag. 36(5): 135-147 (2019) - [j100]Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric:
Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]. IEEE Signal Process. Mag. 36(6): 145-152 (2019) - [j99]Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric:
Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Trans. Signal Process. 67(5): 1152-1162 (2019) - [c201]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Detecting Causality using Deep Gaussian Processes. ACSSC 2019: 472-476 - [c200]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP 2019: 381-385 - [c199]Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric:
Adaptive importance sampling supported by a variational auto-encoder. CAMSAP 2019: 619-623 - [c198]Anna Guerra, Davide Dardari, Petar M. Djuric:
Non-Centralized Navigation for Source Localization by Cooperative UAVs. EUSIPCO 2019: 1-5 - [c197]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP 2019: 2852-2856 - [c196]Lingqing Gan, Asher A. Hensley, Petar M. Djuric:
Modeling and Estimation of Interactions of Yule-Simon Processes. ICASSP 2019: 3372-3376 - [c195]Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo:
A Variational Adaptive Population Importance Sampler. ICASSP 2019: 5052-5056 - [c194]Douglas E. Johnston, Petar M. Djuric:
A Recursive Bayesian Model for Extreme Values. ICASSP 2019: 5062-5066 - [c193]Petar M. Djuric, Pau Closas:
On Self-assessment of Proficiency of Autonomous Systems. ICASSP 2019: 5072-5076 - [c192]Milutin Stanacevic, Yasha Karimi, Guanchao Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric:
RF-based Analytics Generated by Tag-to-tag Networks. ICASSP 2019: 8404-8408 - [c191]Yasha Karimi, Yuanfei Huang, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic:
Passive Wireless Channel Estimation in RF Tag Network. ISCAS 2019: 1-5 - [c190]Xiao Sha, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic:
Study of mm-sized Coil to Coil Backscatter Based Communication Link. UEMCON 2019: 1124-1129 - [i6]Anna Guerra, Davide Dardari, Petar M. Djuric:
Joint Indoor Localization and Navigation of UAVs for Network Formation Control. CoRR abs/1910.12804 (2019) - 2018
- [j98]Nenad Vukmirovic, Milos Janjic, Petar M. Djuric, Miljko Eric:
Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays. EURASIP J. Adv. Signal Process. 2018: 33 (2018) - [j97]Eva Arias-de-Reyna, Pau Closas, Davide Dardari, Petar M. Djuric:
Crowd-Based Learning of Spatial Fields for the Internet of Things: From Harvesting of Data to Inference. IEEE Signal Process. Mag. 35(5): 130-139 (2018) - [c189]Anna Guerra, Davide Dardari, Petar M. Djuric:
Joint Indoor Localization and Navigation of UAVs for Network Formation Control. ACSSC 2018: 13-19 - [c188]Francisco Hawas, Petar M. Djuric:
Graph representation using mutual information for graph model discrimination. EUSIPCO 2018: 882-886 - [c187]Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo:
Improved Adaptive Importance Sampling Based on Variational Inference. EUSIPCO 2018: 1632-1636 - [c186]Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric:
In Search for Improved Auxiliary Particle Filters. EUSIPCO 2018: 1637-1641 - [c185]Emre Salman, Milutin Stanacevic, Samir Ranjan Das, Petar M. Djuric:
Leveraging RF Power for Intelligent Tag Networks. ACM Great Lakes Symposium on VLSI 2018: 329-334 - [c184]Ayon Chakraborty, Arani Bhattacharya, Snigdha Kamal, Samir R. Das, Himanshu Gupta, Petar M. Djuric:
Spectrum Patrolling with Crowdsourced Spectrum Sensors. INFOCOM 2018: 1682-1690 - [c183]Jihoon Ryoo, Yasha Karimi, Akshay Athalye, Milutin Stanacevic, Samir R. Das, Petar M. Djuric:
BARNET: Towards Activity Recognition Using Passive Backscattering Tag-to-Tag Network. MobiSys 2018: 414-427 - [c182]Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric:
Tracking of Objects in a Passive Backscattering Tag-to-Tag Network. SPAWC 2018: 1-5 - [c181]Anna Guerra, Nicola Spamacci, Davide Dardari, Petar M. Djuric:
Collaborative Target-Localization and Information-Based Control in Networks of UAVs. SPAWC 2018: 1-5 - [c180]Luca Martino, Victor Elvira, Joaquín Míguez, Antonio Artés-Rodríguez, Petar M. Djuric:
A Comparison Of Clipping Strategies For Importance Sampling. SSP 2018: 558-562 - [c179]Eva Arias-de-Reyna, Davide Dardari, Pau Closas, Petar M. Djuric:
Estimation Of Spatial Fields Of Nlos/Los Conditions For Improved Localization In Indoor Environments. SSP 2018: 658-662 - 2017
- [j96]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time. EURASIP J. Adv. Signal Process. 2017: 84 (2017) - [j95]Mónica F. Bugallo, Victor Elvira, Luca Martino, David Luengo, Joaquín Míguez, Petar M. Djuric:
Adaptive Importance Sampling: The past, the present, and the future. IEEE Signal Process. Mag. 34(4): 60-79 (2017) - [j94]Iñigo Urteaga, Petar M. Djuric:
Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part I. IEEE Trans. Signal Process. 65(2): 482-493 (2017) - [j93]Iñigo Urteaga, Petar M. Djuric:
Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part II. IEEE Trans. Signal Process. 65(2): 494-504 (2017) - [j92]Victor Elvira, Joaquín Míguez, Petar M. Djuric:
Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment. IEEE Trans. Signal Process. 65(7): 1781-1794 (2017) - [j91]Kamil Dedecius, Petar M. Djuric:
Sequential Estimation and Diffusion of Information Over Networks: A Bayesian Approach With Exponential Family of Distributions. IEEE Trans. Signal Process. 65(7): 1795-1809 (2017) - [c178]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Analysis of fetal heart rate series by nonparametric hidden Markov models. ACSSC 2017: 1318-1322 - [c177]Lingqing Gan, Petar M. Djuric:
Bayesian selection of models of network formation. CAMSAP 2017: 1-5 - [c176]Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric:
Recursive estimation of time-varying RSS fields based on crowdsourcing and Gaussian processes. CAMSAP 2017: 1-5 - [c175]Cagla Tasdemir, Mónica F. Bugallo, Petar M. Djuric:
A particle-based approach for topology estimation of gene networks. CAMSAP 2017: 1-5 - [c174]Hechuan Wang, Petar M. Djuric:
Diffusion in networks by cooperative particle filtering. CAMSAP 2017: 1-5 - [c173]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO 2017: 261-265 - [c172]Irene Santos, Petar M. Djuric:
Crowdsource-based signal strength field estimation by Gaussian processes. EUSIPCO 2017: 1215-1219 - [c171]Miroslav M. Begovic, Insu Kim, Branislav Vidakovic, Petar M. Djuric, Vladimir Jeremic:
Impact of Short-Term Variations in the Generation Output of Geographically Dispersed PV Systems. HICSS 2017: 1-8 - [c170]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Fetal heart rate classification by non-parametric Bayesian methods. ICASSP 2017: 876-880 - [c169]Eva Arias-de-Reyna, Davide Dardari, Pau Closas, Petar M. Djuric:
Enhanced indoor localization through crowd sensing. ICASSP 2017: 2487-2491 - [c168]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters. ICASSP 2017: 3849-3853 - [c167]Asher A. Hensley, Petar M. Djuric:
Nonparametric learning for Hidden Markov Models with preferential attachment dynamics. ICASSP 2017: 3854-3858 - [c166]Lingqing Gan, Yunlong Wang, Petar M. Djuric:
Bayesian learning in a network with multi-hypothesis decision exchanges. ICASSP 2017: 4089-4093 - [c165]Yasha Karimi, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic:
Design of a backscatter-based Tag-to-Tag system. RFID 2017: 6-12 - 2016
- [j90]Zhe Shen, Akshay Athalye, Petar M. Djuric:
Phase Cancellation in Backscatter-Based Tag-to-Tag Communication Systems. IEEE Internet Things J. 3(6): 959-970 (2016) - [j89]Yunlong Wang, Petar M. Djuric:
Distributed Bayesian Estimation of Linear Models With Unknown Observation Covariances. IEEE Trans. Signal Process. 64(8): 1962-1971 (2016) - [c164]Petar M. Djuric, Kamil Dedecius:
Bayesian estimation of unknown parameters over networks. EUSIPCO 2016: 1508-1512 - [c163]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Fetal heart rate analysis by hierarchical dirichlet process mixture models. ICASSP 2016: 709-713 - [c162]Victor Elvira, Joaquín Míguez, Petar M. Djuric:
Online adaptation of the number of particles of SMC methods. ICASSP 2016: 4378-4382 - [c161]Kezi Yu, Petar M. Djuric:
Dirichlet process mixture models for time-dependent clustering. ICASSP 2016: 4383-4387 - [c160]Yunlong Wang, Lingqing Gan, Petar M. Djuric:
Opinion dynamics in multi-agent systems with binary decision exchanges. ICASSP 2016: 4588-4592 - [c159]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Sequential Monte Carlo sampling for correlated latent long-memory time-series. ICASSP 2016: 6580-6584 - [c158]Victor Elvira, Joaquín Míguez, Petar M. Djuric:
A novel algorithm for adapting the number of particles in particle filtering. SAM 2016: 1-5 - [c157]Akshay Athalye, Jinghui Jian, Yasha Karimi, Samir R. Das, Petar M. Djuric:
Analog front end design for tags in backscatter-based tag-to-tag communication networks. ISCAS 2016: 2054-2057 - [c156]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Sequential Monte Carlo methods under model uncertainty. SSP 2016: 1-5 - 2015
- [j88]Yunlong Wang, Petar M. Djuric:
Social learning with heterogeneous agents and sequential decision making. Digit. Signal Process. 47: 17-24 (2015) - [j87]Miodrag Bolic, Majed Rostamian, Petar M. Djuric:
Proximity Detection with RFID: A Step Toward the Internet of Things. IEEE Pervasive Comput. 14(2): 70-76 (2015) - [j86]Kamil Dedecius, Jan Reichl, Petar M. Djuric:
Sequential Estimation of Mixtures in Diffusion Networks. IEEE Signal Process. Lett. 22(2): 197-201 (2015) - [j85]Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric:
Distributed Sequential Estimation in Asynchronous Wireless Sensor Networks. IEEE Signal Process. Lett. 22(11): 1965-1969 (2015) - [j84]Tiancheng Li, Miodrag Bolic, Petar M. Djuric:
Resampling Methods for Particle Filtering: Classification, implementation, and strategies. IEEE Signal Process. Mag. 32(3): 70-86 (2015) - [j83]Petar M. Djuric:
Editorial. IEEE Trans. Signal Inf. Process. over Networks 1(1): 1 (2015) - [j82]Ángel M. Bravo-Santos, Petar M. Djuric:
Detectors for Cooperative Mesh Networks With Decode-and-Forward Relays. IEEE Trans. Signal Process. 63(1): 5-17 (2015) - [j81]Yunlong Wang, Petar M. Djuric:
Social Learning With Bayesian Agents and Random Decision Making. IEEE Trans. Signal Process. 63(12): 3241-3250 (2015) - [j80]Jonathan P. Beaudeau, Mónica F. Bugallo, Petar M. Djuric:
RSSI-Based Multi-Target Tracking by Cooperative Agents Using Fusion of Cross-Target Information. IEEE Trans. Signal Process. 63(19): 5033-5044 (2015) - [j79]Felipe A. Tobar, Petar M. Djuric, Danilo P. Mandic:
Unsupervised State-Space Modeling Using Reproducing Kernels. IEEE Trans. Signal Process. 63(19): 5210-5221 (2015) - [j78]Davide Dardari, Pau Closas, Petar M. Djuric:
Guest Editorial Special Section on "Indoor Localization, Tracking, and Mapping With Heterogeneous Technologies". IEEE Trans. Veh. Technol. 64(4): 1261-1262 (2015) - [j77]Davide Dardari, Pau Closas, Petar M. Djuric:
Indoor Tracking: Theory, Methods, and Technologies. IEEE Trans. Veh. Technol. 64(4): 1263-1278 (2015) - [j76]Roland Hostettler, Petar M. Djuric:
Vehicle Tracking Based on Fusion of Magnetometer and Accelerometer Sensor Measurements With Particle Filtering. IEEE Trans. Veh. Technol. 64(11): 4917-4928 (2015) - [c155]Yunlong Wang, Lingqing Gan, Petar M. Djuric:
Bayesian social learning with decision making in multiple rounds. CAMSAP 2015: 257-260 - [c154]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Filtering of nonlinear time-series coupled by fractional Gaussian processes. CAMSAP 2015: 489-492 - [c153]Mónica F. Bugallo, Cagla Tasdemir, Petar M. Djuric:
Estimation of gene expression by a bank of particle filters. EUSIPCO 2015: 494-498 - [c152]Iñigo Urteaga, Mónica F. Bugallo, Petar M. Djuric:
Sequential Monte Carlo sampling for systems with fractional Gaussian processes. EUSIPCO 2015: 1246-1250 - [c151]Petar M. Djuric, Kezi Yu:
On generative models for sequential formation of clusters. EUSIPCO 2015: 2786-2790 - [c150]Kamil Dedecius, Petar M. Djuric:
Diffusion filtration with approximate Bayesian computation. ICASSP 2015: 3207-3211 - [c149]Yunlong Wang, Petar M. Djuric:
Bayesian social learning in linear networks of agents with random behavior. ICASSP 2015: 3382-3386 - [c148]Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric:
On optimal mobile RSSI-sensor positioning for multi target tracking. ICASSP 2015: 4025-4029 - [c147]Iñigo Urteaga, Petar M. Djuric:
Particle filtering of ARMA processes of unknown order and parameters. ICASSP 2015: 4105-4109 - [c146]Petar M. Djuric, Mónica F. Bugallo:
Multiple particle filtering with improved efficiency and performance. ICASSP 2015: 4110-4114 - [c145]Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric:
Real-time self-tracking in the Internet of Things. ICASSP 2015: 5510-5514 - 2014
- [j75]Zhiyuan Weng, Petar M. Djuric:
A search-free DOA estimation algorithm for coprime arrays. Digit. Signal Process. 24: 27-33 (2014) - [j74]Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric:
Indoor Tracking With RFID Systems. IEEE J. Sel. Top. Signal Process. 8(1): 96-105 (2014) - [j73]Zhiyuan Weng, Petar M. Djuric:
Efficient Estimation of Linear Parameters from Correlated Node Measurements over Networks. IEEE Signal Process. Lett. 21(11): 1408-1412 (2014) - [j72]Shishir Dash, J. Gerald Quirk, Petar M. Djuric:
Fetal Heart Rate Classification Using Generative Models. IEEE Trans. Biomed. Eng. 61(11): 2796-2805 (2014) - [j71]Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric:
Consensus-based Distributed Particle Filtering With Distributed Proposal Adaptation. IEEE Trans. Signal Process. 62(12): 3029-3041 (2014) - [c144]Miodrag Bolic, Majed Rostamian, Petar M. Djuric:
Proximity detection with RFID in the Internet of Things. ACSSC 2014: 711-714 - [c143]Shishir Dash, Petar M. Djuric:
On the segmentation of switching autoregressive processes by nonparametric Bayesian methods. EUSIPCO 2014: 1197-1201 - [c142]Zhiyuan Weng, Petar M. Djuric:
Consensus for continuous belief functions. EUSIPCO 2014: 2355-2359 - [c141]Yunlong Wang, Petar M. Djuric:
On sequential estimation of linear models from data with correlated noise. EUSIPCO 2014: 2365-2369 - [c140]Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric:
Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors. ICASSP 2014: 1856-1860 - [c139]Zhe Shen, Petar M. Djuric:
Distributed Bayesian learning with a Bernoulli model. ICASSP 2014: 5482-5486 - [c138]Yunlong Wang, Petar M. Djuric:
Sequential Bayesian learning in linear networks with random decision making. ICASSP 2014: 6404-6408 - [c137]Zhiyuan Weng, Petar M. Djuric:
Efficient learning by consensus over regular networks. ICASSP 2014: 7253-7257 - [c136]Mónica F. Bugallo, Petar M. Djuric:
Particle filtering in high-dimensional systems with Gaussian approximations. ICASSP 2014: 8013-8017 - [c135]Iñigo Urteaga, Petar M. Djuric:
Estimation of ARMA state processes by particle filtering. ICASSP 2014: 8033-8037 - [c134]Petar M. Djuric, Ángel M. Bravo-Santos:
Cooperative mesh networks with EGC detectors. SAM 2014: 225-228 - [c133]Mónica F. Bugallo, Petar M. Djuric:
Gaussian particle filtering in high-dimensional systems. SSP 2014: 129-132 - 2013
- [j70]Yunlong Wang, Petar M. Djuric:
A Gossip Method for Optimal Consensus on a Binary State From Binary Actions. IEEE J. Sel. Top. Signal Process. 7(2): 274-283 (2013) - [j69]Joaquín Míguez, Dan Crisan, Petar M. Djuric:
On the convergence of two sequential Monte Carlo methods for maximum a posteriori sequence estimation and stochastic global optimization. Stat. Comput. 23(1): 91-107 (2013) - [j68]Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric:
Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison. IEEE Signal Process. Mag. 30(1): 61-81 (2013) - [j67]Dahir H. Dini, Petar M. Djuric, Danilo P. Mandic:
The Augmented Complex Particle Filter. IEEE Trans. Signal Process. 61(17): 4341-4346 (2013) - [c132]Petar M. Djuric, Mónica F. Bugallo:
Particle filtering for high-dimensional systems. CAMSAP 2013: 352-355 - [c131]Mónica F. Bugallo, Jonathan Beaudeau, Petar M. Djuric:
A mobile system for non-centralized target tracking in presence of dynamic interferences. EUSIPCO 2013: 1-5 - [c130]Li Geng, Mónica F. Bugallo, Petar M. Djuric:
Tracking with asynchronous binary readings and layout information in RFID systems with sense-a-tags. EUSIPCO 2013: 1-5 - [c129]Yunlong Wang, Petar M. Djuric:
Sequential estimation of linear models in distributed settings. EUSIPCO 2013: 1-5 - [c128]Yunlong Wang, Petar M. Djuric:
Reaching Bayesian consensus in cognitive systems by decision exchanges. EUSIPCO 2013: 1-5 - [c127]Zhiyuan Weng, Petar M. Djuric:
Distributed estimation in the presence of correlated noises. EUSIPCO 2013: 1-5 - [c126]Yunlong Wang, Petar M. Djuric:
Reaching Bayesian belief Over networks in the presence of communication noise. GlobalSIP 2013: 591-594 - [c125]Petar M. Djuric, André Ferrari:
Models with products of Dirichlet processes. ICASSP 2013: 3382-3386 - [c124]Li Geng, Mónica F. Bugallo, Petar M. Djuric:
Tracking with RFID asynchronous measurements by particle filtering. ICASSP 2013: 4051-4055 - [c123]Zhiyuan Weng, Petar M. Djuric:
Data fusion based on convex optimization. ICASSP 2013: 6605-6609 - [c122]Douglas E. Johnston, Iñigo Urteaga, Petar M. Djuric:
Replication and optimization of hedge fund risk factor exposures. ICASSP 2013: 8712-8716 - [i5]Zhiyuan Weng, Petar M. Djuric:
A Search-free DOA Estimation Algorithm for Coprime Arrays. CoRR abs/1301.4155 (2013) - [i4]Zhiyuan Weng, Petar M. Djuric:
A Bayesian Approach to Data Fusion in Sensor Networks. CoRR abs/1303.2414 (2013) - 2012
- [j66]Petar M. Djuric, Mahsiul Khan, Douglas E. Johnston:
Particle Filtering of Stochastic Volatility Modeled With Leverage. IEEE J. Sel. Top. Signal Process. 6(4): 327-336 (2012) - [j65]Petar M. Djuric, Yunlong Wang:
Disturbed Bayesian Learning in Multiagent Systems: Improving our understanding of its capabilities and limitations. IEEE Signal Process. Mag. 29(2): 65-76 (2012) - [j64]Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp:
Likelihood Consensus and Its Application to Distributed Particle Filtering. IEEE Trans. Signal Process. 60(8): 4334-4349 (2012) - [j63]Cristina S. Maiz, Elisa M. Molanes-Lopez, Joaquín Míguez, Petar M. Djuric:
A Particle Filtering Scheme for Processing Time Series Corrupted by Outliers. IEEE Trans. Signal Process. 60(9): 4611-4627 (2012) - [c121]Petar M. Djuric, Mónica F. Bugallo:
Particle filtering for multivariate state-space models. ACSCC 2012: 373-376 - [c120]Petar M. Djuric, André Ferrari:
Classification of multivariate data using Dirichlet process mixture models. ACSCC 2012: 441-445 - [c119]Shishir Dash, J. Gerald Quirk, Petar M. Djuric:
Learning dependencies among fetal heart rate features using Bayesian networks. EMBC 2012: 6204-6207 - [c118]Li Geng, Mónica F. Bugallo, Akshay Athalye, Petar M. Djuric:
Real time indoor tracking of tagged objects with a network of RFID readers. EUSIPCO 2012: 205-209 - [c117]Zhiyuan Weng, Petar M. Djuric:
A Bayesian approach to covariance estimation and data fusion. EUSIPCO 2012: 2352-2356 - [c116]Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric:
Classification of fetal heart rate series. ICASSP 2012: 629-632 - [c115]Yunlong Wang, Petar M. Djuric:
Reaching consensus on a binary state by exchanging binary actions. ICASSP 2012: 3297-3300 - [c114]Jonathan Beaudeau, Mónica F. Bugallo, Petar M. Djuric:
Target tracking with asynchronous measurements by a network of distributed mobile agents. ICASSP 2012: 3857-3860 - [c113]Bingxin Shen, Mónica F. Bugallo, Petar M. Djuric:
Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. ICASSP 2012: 3861-3864 - [c112]Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric:
Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation. ICASSP 2012: 3869-3872 - [c111]Douglas E. Johnston, Petar M. Djuric:
Estimating hedge fund risk factor exposures. SPAWC 2012: 510-514 - [c110]Petar M. Djuric, Cagla Tasdemir:
Estimation of posterior distributions with population Monte Carlo sampling and graphical modeling. SSP 2012: 261-264 - [i3]Ángel M. Bravo-Santos, Petar M. Djuric:
Communications with decode-and-forward relays in mesh networks. CoRR abs/1210.4293 (2012) - 2011
- [j62]Douglas E. Johnston, Petar M. Djuric:
The Science Behind Risk Management. IEEE Signal Process. Mag. 28(5): 26-36 (2011) - [c109]Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric:
Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals. ACSCC 2011: 1684-1688 - [c108]Ondrej Sluciak, Ondrej Hlinka, Markus Rupp, Franz Hlawatsch, Petar M. Djuric:
Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency. ACSCC 2011: 1766-1770 - [c107]Li Geng, Petar M. Djuric:
Non-centralized target tracking in networks of directional sensors: Further advances. CAMSAP 2011: 85-88 - [c106]Petar M. Djuric, Bingxin Shen, Mónica F. Bugallo:
Population Monte Carlo methodology a la Gibbs sampling. EUSIPCO 2011: 669-673 - [c105]Yang Song, Miroslav Begovic, Petar M. Djuric:
On Localized Techniques for Detection of Voltage Stability Related Problems. HICSS 2011: 1-8 - [c104]Akshay Athalye, Vladimir Savic, Miodrag Bolic, Petar M. Djuric:
A Radio Frequency Identification System for accurate indoor localization. ICASSP 2011: 1777-1780 - [c103]Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp:
Distributed Gaussian particle filtering using likelihood consensus. ICASSP 2011: 3756-3759 - [c102]Balakumar Balasingam, Miodrag Bolic, Petar M. Djuric, Joaquín Míguez:
Efficient distributed resampling for particle filters. ICASSP 2011: 3772-3775 - [c101]Petar M. Djuric, Jonathan Beaudeau, Mónica F. Bugallo:
Non-centralized target tracking with mobile agents. ICASSP 2011: 5928-5931 - [c100]Mónica F. Bugallo, Shishir Dash, Galina Botchkina, Marco Lops, Petar M. Djuric:
A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. ICASSP 2011: 6000-6003 - [i2]Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp:
Likelihood Consensus and Its Application to Distributed Particle Filtering. CoRR abs/1108.6214 (2011) - [i1]Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric:
Likelihood Consensus-Based Distributed Particle Filtering with Distributed Proposal Density Adaptation. CoRR abs/1109.6191 (2011) - 2010
- [j61]Mingyi Hong, Mónica F. Bugallo, Petar M. Djuric:
Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation. IEEE J. Sel. Top. Signal Process. 4(3): 526-539 (2010) - [j60]Petar M. Djuric, Joaquín Míguez:
Assessment of nonlinear dynamic models by Kolmogorov-Smirnov statistics. IEEE Trans. Signal Process. 58(10): 5069-5079 (2010) - [j59]Miodrag Bolic, Akshay Athalye, Sangjin Hong, Petar M. Djuric:
Study of Algorithmic and Architectural Characteristics of Gaussian Particle Filters. J. Signal Process. Syst. 61(2): 205-218 (2010) - [c99]Bingxin Shen, Mónica F. Bugallo, Petar M. Djuric:
Multiple marginalized population Monte Carlo. EUSIPCO 2010: 1587-1591 - [c98]Miroslav Begovic, Petar M. Djuric:
On Predicting the Times to Failure of Power Equipment. HICSS 2010: 1-6 - [c97]Mónica F. Bugallo, Galina Botchkina, Petar M. Djuric:
A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. ICASSP 2010: 529-533 - [c96]Petar M. Djuric, Pau Closas, Mónica F. Bugallo, Joaquín Míguez:
Evaluation of a method's robustness. ICASSP 2010: 3598-3601 - [c95]Petar M. Djuric:
From Nature to Methods and Back to Nature. SECRYPT 2010: 7
2000 – 2009
- 2009
- [j58]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Sensor self-localization with beacon position uncertainty. Signal Process. 89(6): 1144-1154 (2009) - [c94]Petar M. Djuric, Mónica F. Bugallo:
Estimation of stochastic rate constants and tracking of species in biochemical networks with second-order reactions. EUSIPCO 2009: 2308-2311 - [c93]Vibha Mane, Mónica F. Bugallo, Petar M. Djuric:
Stochastic modeling of second order reactions using a moment propagation method. GENSiPS 2009: 1-4 - [c92]Hichem Snoussi, Jean-Yves Tourneret, Petar M. Djuric, Cédric Richard:
Data-driven online variational filtering in wireless sensor networks. ICASSP 2009: 2413-2416 - [c91]Pau Closas, Mónica F. Bugallo, Petar M. Djuric:
Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. ICASSP 2009: 2917-2920 - [c90]Mónica F. Bugallo, Mingyi Hong, Petar M. Djuric:
Marginalized population Monte Carlo. ICASSP 2009: 2925-2928 - [c89]Petar M. Djuric, Joaquín Míguez:
Model assessment with Kolmogorov-Smirnov statistics. ICASSP 2009: 2973-2976 - [c88]Subodh Chiwate, Zejie Zhang, Kevin Mernick, Bingxin Shen, Dima Vavilov, Mónica F. Bugallo, Petar M. Djuric, Michael Marx, Helio Takai:
SDR-based radar system for meteor detection. DPS 2009: 1-6 - 2008
- [j57]Petar M. Djuric, Mahesh Vemula, Mónica F. Bugallo:
Target Tracking by Particle Filtering in Binary Sensor Networks. IEEE Trans. Signal Process. 56(6): 2229-2238 (2008) - [c87]Petar M. Djuric:
Session TA7b: Adaptive methods and Monte Carlo signal processing. ACSCC 2008: 1180-1182 - [c86]Mónica F. Bugallo, Petar M. Djuric:
Complex systems and particle filtering. ACSCC 2008: 1183-1187 - [c85]Petar M. Djuric, Mónica F. Bugallo:
Particle filtering and the inverse problem of biochemical networks. EUSIPCO 2008: 1-5 - [c84]Mónica F. Bugallo, Petar M. Djuric:
A stochastic approach to solving inverse problems of biochemical networks. ICASSP 2008: 649-652 - [c83]Vibha Mane, Mónica F. Bugallo, Petar M. Djuric:
Stochastic simulation of coupled chemical reactions using recursive methods. ICASSP 2008: 653-656 - [c82]Yao Li, Petar M. Djuric:
Target tracking with mobile sensors using cost-reference particle filtering. ICASSP 2008: 2549-2552 - [c81]Ting Lu, Mónica F. Bugallo, Petar M. Djuric:
RLS-assisted cost reference particle filtering. ICASSP 2008: 3421-3424 - [c80]Petar M. Djuric, Mónica F. Bugallo, Vibha Mane:
On new stochastic approaches for solving forward and backward problems of biochemical networks. ITW 2008: 99-103 - 2007
- [j56]Mónica F. Bugallo, Shanshan Xu, Petar M. Djuric:
Performance comparison of EKF and particle filtering methods for maneuvering targets. Digit. Signal Process. 17(4): 774-786 (2007) - [j55]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Target tracking by fusion of random measures. Signal Image Video Process. 1(2): 149-161 (2007) - [j54]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Performance Comparison of Gaussian-Based Filters Using Information Measures. IEEE Signal Process. Lett. 14(12): 1020-1023 (2007) - [j53]Sangjin Hong, Jinseok Lee, Akshay Athalye, Petar M. Djuric, We-Duke Cho:
Design Methodology for Domain Specific Parameterizable Particle Filter Realizations. IEEE Trans. Circuits Syst. I Regul. Pap. 54-I(9): 1987-2000 (2007) - [c79]Mónica F. Bugallo, Ting Lu, Petar M. Djuric:
Fusion of information from biased sensor data by particle filtering. EUSIPCO 2007: 891-895 - [c78]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty. ICASSP (2) 2007: 833-836 - [c77]Yao Li, Petar M. Djuric:
Particle Filtering for Target Tracking with Mobile Sensors. ICASSP (2) 2007: 1101-1104 - [c76]Petar M. Djuric, Ting Lu, Mónica F. Bugallo:
Multiple Particle Filtering. ICASSP (3) 2007: 1181-1184 - [c75]Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric:
Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering. ICASSP (3) 2007: 1185-1188 - [c74]Mónica F. Bugallo, Ting Lu, Petar M. Djuric:
Tracking with Biased Measurements of Signal Strength Sensors. DSP 2007: 567-570 - 2006
- [j52]Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric:
Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics". EURASIP J. Adv. Signal Process. 2006 (2006) - [j51]Sangjin Hong, Petar M. Djuric:
High-throughput scalable parallel resampling mechanism for effective redistribution of particles. IEEE Trans. Signal Process. 54(3): 1144-1155 (2006) - [j50]Sangjin Hong, Shu-Shin Chin, Petar M. Djuric, Miodrag Bolic:
Design and Implementation of Flexible Resampling Mechanism for High-Speed Parallel Particle Filters. J. VLSI Signal Process. 44(1-2): 47-62 (2006) - [c73]Mónica F. Bugallo, Petar M. Djuric:
Advances in cost-reference particle filtering. EUSIPCO 2006: 1-4 - [c72]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Fusion of Information for Sensor Self-Localization by a Monte Carlo Method. FUSION 2006: 1-7 - [c71]Miroslav Begovic, Petar M. Djuric, Joshua Perkel, Branislav Vidakovic, Damir Novosel:
New Probabilistic Method for Estimation of Equipment Failures and Development of Replacement Strategies. HICSS 2006 - [c70]Mónica F. Bugallo, Petar M. Djuric:
Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering. ICASSP (4) 2006: 865-868 - [c69]Akshay Athalye, Sangjin Hong, Petar M. Djuric:
Distributed Architecture and Interconnection Scheme for Multiple Model Particle Filters. ICASSP (3) 2006: 920-923 - [c68]Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric:
Maneuvering Target Tracking with Simplified Cost Reference Particle Filters. ICASSP (4) 2006: 937-940 - [c67]Mahesh Vemula, Mónica F. Bugallo, Petar M. Djuric:
Target Tracking in a Two-Tiered Hierarchical Sensor Network. ICASSP (4) 2006: 969-972 - [c66]Petar M. Djuric, Miroslav Begovic, Joshua Perkel:
Prediction of power equipment failures based on chronological failure records. ISCAS 2006 - 2005
- [j49]Sangjin Hong, Petar M. Djuric, Miodrag Bolic:
Simplifying Physical Realization of Gaussian Particle Filters with Block-Level Pipeline Control. EURASIP J. Adv. Signal Process. 2005(4): 575-587 (2005) - [j48]Akshay Athalye, Miodrag Bolic, Sangjin Hong, Petar M. Djuric:
Generic Hardware Architectures for Sampling and Resampling in Particle Filters. EURASIP J. Adv. Signal Process. 2005(17): 2888-2902 (2005) - [j47]Yufei Huang, Jianqiu (Michelle) Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo:
Adaptive Blind Multiuser Detection over Flat Fast Fading Channels Using Particle Filtering. EURASIP J. Wirel. Commun. Netw. 2005(2): 130-140 (2005) - [j46]Petar M. Djuric:
Signal Processing: is the future bright? [from The Editor]. IEEE Signal Process. Mag. 22(4): 2 (2005) - [j45]Yufei Huang, Jianqiu (Michelle) Zhang, Petar M. Djuric:
Bayesian detection for BLAST. IEEE Trans. Signal Process. 53(3): 1086-1096 (2005) - [j44]Miodrag Bolic, Petar M. Djuric, Sangjin Hong:
Resampling algorithms and architectures for distributed particle filters. IEEE Trans. Signal Process. 53(7): 2442-2450 (2005) - [j43]Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric:
A sequential Monte Carlo method for adaptive blind timing estimation and data detection. IEEE Trans. Signal Process. 53(8-1): 2855-2865 (2005) - [c65]Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric:
Decision fusion for distributed target tracking using cost reference particle filtering. EUSIPCO 2005: 1-4 - [c64]Joaquín Míguez, Shanshan Xu, Mónica F. Bugallo, Petar M. Djuric:
Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering. ICASSP (4) 2005: 361-364 - [c63]Xueying Zhang, Katrien De Cock, Mónica F. Bugallo, Petar M. Djuric:
An application of system theory to stochastic models for first order chemical reactions. ICASSP (5) 2005: 637-640 - [c62]Petar M. Djuric, Mahesh Vemula, Mónica F. Bugallo:
Tracking with particle filtering in tertiary wireless sensor networks. ICASSP (4) 2005: 757-760 - 2004
- [j42]Tadesse Ghirmai, Jayesh H. Kotecha, Petar M. Djuric:
Blind equalization for time-varying channels and multiple samples processing using particle filtering. Digit. Signal Process. 14(4): 312-331 (2004) - [j41]Petar M. Djuric, Simon J. Godsill, Arnaud Doucet:
Editorial. EURASIP J. Adv. Signal Process. 2004(15): 2239-2241 (2004) - [j40]Miodrag Bolic, Petar M. Djuric, Sangjin Hong:
Resampling Algorithms for Particle Filters: A Computational Complexity Perspective. EURASIP J. Adv. Signal Process. 2004(15): 2267-2277 (2004) - [j39]Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric:
A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics. EURASIP J. Adv. Signal Process. 2004(15): 2278-2294 (2004) - [j38]Jayesh H. Kotecha, Petar M. Djuric:
Blind sequential detection for Rayleigh fading channels using hybrid Monte Carlo-recursive identification algorithms. Signal Process. 84(5): 825-832 (2004) - [j37]Joaquín Míguez, Tadesse Ghirmai, Mónica F. Bugallo, Petar M. Djuric:
A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels. Signal Process. 84(11): 2081-2096 (2004) - [j36]Yufei Huang, Petar M. Djuric:
A hybrid importance function for particle filtering. IEEE Signal Process. Lett. 11(3): 404-406 (2004) - [j35]Sangjin Hong, Miodrag Bolic, Petar M. Djuric:
An efficient fixed-point implementation of residual resampling scheme for high-speed particle filters. IEEE Signal Process. Lett. 11(5): 482-485 (2004) - [j34]Petar M. Djuric:
Criteria for ieee sp paper awards-can they be improved? [From the editor]. IEEE Signal Process. Mag. 21(4): 2 (2004) - [j33]Yufei Huang, Petar M. Djuric:
A blind particle filtering detector of signals transmitted over flat fading channels. IEEE Trans. Signal Process. 52(7): 1891-1900 (2004) - [j32]Joaquín Míguez, Petar M. Djuric:
Blind equalization of frequency-selective channels by sequential importance sampling. IEEE Trans. Signal Process. 52(10): 2738-2748 (2004) - [c61]Petar M. Djuric:
Monte Carlo methods for signal processing: Recent advances. EUSIPCO 2004: 853-860 - [c60]Katrien De Cock, Xueying Zhang, Mónica F. Bugallo, Petar M. Djuric:
Stochastic simulation and parameter estimation of first order chemical reactions. EUSIPCO 2004: 1111-1114 - [c59]Miodrag Bolic, Akshay Athalye, Petar M. Djuric, Sangjin Hong:
Algorithmic modification of Particle Filters for hardware implementation. EUSIPCO 2004: 1641-1644 - [c58]Yufei Huang, Jianqiu (Michelle) Zhang, Isabel M. Tienda-Luna, Petar M. Djuric, Diego Pablo Ruiz Padillo:
Adaptive blind multiuser detection over flat fast fading channels using particle filtering. GLOBECOM 2004: 2419-2423 - [c57]Petar M. Djuric, Mónica F. Bugallo, Joaquín Míguez:
Density assisted particle filters for state and parameter estimation. ICASSP (2) 2004: 701-704 - [c56]Tadesse Ghirmai, Joaquín Míguez, Mónica F. Bugallo, Petar M. Djuric:
A particle filter for blind timing recovery and data detection in fast fading wireless channels. ICASSP (4) 2004: 837-840 - [c55]Mónica F. Bugallo, Shanshan Xu, Joaquín Míguez, Petar M. Djuric:
Maneuvering target tracking using cost reference particle filtering. ICASSP (3) 2004: 968-971 - [c54]Sangjin Hong, Miodrag Bolic, Petar M. Djuric:
A design complexity comparison method for loop-based signal processing algorithms: particle filters. ISCAS (2) 2004: 693-696 - 2003
- [j31]Petar M. Djuric, Jayesh H. Kotecha, Jianqui Zhang, Yufei Huang, Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez:
Particle filtering. IEEE Signal Process. Mag. 20(5): 19-38 (2003) - [j30]Jayesh H. Kotecha, Petar M. Djuric:
Gaussian particle filtering. IEEE Trans. Signal Process. 51(10): 2592-2601 (2003) - [j29]Jayesh H. Kotecha, Petar M. Djuric:
Gaussian sum particle filtering. IEEE Trans. Signal Process. 51(10): 2602-2612 (2003) - [c53]Yufei Huang, Petar M. Djuric, Jianqiu (Michelle) Zhang:
Joint velocity estimation and symbol detection in non-stationary fading channels by particle filtering. GLOBECOM 2003: 2269-2273 - [c52]David Bonacci, Corinne Mailhes, Petar M. Djuric:
Improving frequency resolution for correlation-based spectral estimation methods using subband decomposition. ICASSP (6) 2003: 329-332 - [c51]Miodrag Bolic, Petar M. Djuric, Sangjin Hong:
New resampling algorithms for particle filters. ICASSP (2) 2003: 589-592 - [c50]Tadesse Ghirmai, Mónica F. Bugallo, Joaquín Míguez, Petar M. Djuric:
Joint symbol detection and timing estimation using particle filtering. ICASSP (4) 2003: 596-599 - [c49]Yufei Huang, Jianqiu Zhang, Petar M. Djuric:
Detection with particle filtering in BLAST systems. ICC 2003: 2306-2310 - 2002
- [j28]Yufei Huang, Petar M. Djuric:
Variable Selection by Perfect Sampling. EURASIP J. Adv. Signal Process. 2002(1): 38-45 (2002) - [j27]Jianqiu Zhang, Petar M. Djuric:
Joint Estimation and Decoding of Space-Time Trellis Codes. EURASIP J. Adv. Signal Process. 2002(3): 305-315 (2002) - [j26]Petar M. Djuric, Jayesh H. Kotecha, Fabien Esteve, Etienne Perret:
Sequential Parameter Estimation of Time-Varying Non-Gaussian Autoregressive Processes. EURASIP J. Adv. Signal Process. 2002(8): 865-875 (2002) - [j25]Petar M. Djuric, Simon J. Godsill:
Guest editorial special issue on monte carlo methods for statistical signal processing. IEEE Trans. Signal Process. 50(2): 173 (2002) - [j24]Petar M. Djuric, Yufei Huang, Tadesse Ghirmai:
Perfect sampling: a review and applications to signal processing. IEEE Trans. Signal Process. 50(2): 345-356 (2002) - [j23]Petar M. Djuric, Joon-Hwa Chun:
An MCMC sampling approach to estimation of nonstationary hidden Markov models. IEEE Trans. Signal Process. 50(5): 1113-1123 (2002) - [j22]Yufei Huang, Petar M. Djuric:
Multiuser detection of synchronous code-division multiple-access signals by perfect sampling. IEEE Trans. Signal Process. 50(7): 1724-1734 (2002) - [j21]Jung-Lin Pan, Petar M. Djuric:
Multibeam cellular mobile communications with dynamic channel assignment. IEEE Trans. Veh. Technol. 51(5): 1252-1258 (2002) - [c48]Petar M. Djuric, Jianqiu Zhang, Tadesse Ghirmai, Yufei Huang, Jayesh H. Kotecha:
Applications of particle filtering to communications: A review. EUSIPCO 2002: 1-4 - [c47]Yufei Huang, Petar M. Djuric:
A blind particle filtering detector for joint channel estimation, tracking and data detection over flat fading channels. EUSIPCO 2002: 1-4 - [c46]Jianqiu Zhang, Yufei Huang, Petar M. Djuric:
Multiuser detection with particle filtering. EUSIPCO 2002: 1-4 - [c45]Yufei Huang, Petar M. Djuric:
A new importance function for particle filtering and its application to blind detection in flat fading channels. ICASSP 2002: 1617-1620 - [c44]Petar M. Djuric, Joaquín Míguez:
Sequential particle filtering in the presence of additive Gaussian noise with unknown parameters. ICASSP 2002: 1621-1624 - [c43]Jayesh H. Kotecha, Petar M. Djuric:
Sequential detector for nonlinear channels with applications to satellite communications. ICASSP 2002: 2465-2468 - [c42]Joaquín Míguez, Petar M. Djuric:
Blind equalization by sequential importance sampling. ISCAS (1) 2002: 845-848 - 2001
- [j20]Stéphane Lesage, Jean-Yves Tourneret, Petar M. Djuric:
Classification of Digital Modulations Using MCMC Methods. Monte Carlo Methods Appl. 7(3-4): 273-282 (2001) - [j19]Christophe Andrieu, Petar M. Djuric, Arnaud Doucet:
Model selection by MCMC computation. Signal Process. 81(1): 19-37 (2001) - [c41]Daewon An, K. Wendy Tang, Petar M. Djuric:
Performance comparison of BNN and MPNN on proben1 database. CATA 2001: 260-263 - [c40]Yufei Huang, Petar M. Djuric:
Multiuser detection of synchronous CDMA signals by the Gibbs coupler. ICASSP 2001: 2273-2276 - [c39]Stéphane Lesage, Jean-Yves Tourneret, Petar M. Djuric:
Classification of digital modulations by MCMC sampling. ICASSP 2001: 2553-2556 - [c38]Chung-Chieh Lin, Petar M. Djuric:
Bayesian estimation of chirplet signals by MCMC sampling. ICASSP 2001: 3129-3132 - [c37]Patrice Michel, Jean-Yves Tourneret, Petar M. Djuric:
On-line model selection of nonstationary time series using Gerschgorin disks. ICASSP 2001: 3189-3192 - [c36]Jayesh H. Kotecha, Petar M. Djuric:
Gaussian sum particle filtering for dynamic state space models. ICASSP 2001: 3465-3468 - [c35]Petar M. Djuric, Jayesh H. Kotecha, Jean-Yves Tourneret, Stéphane Lesage:
Adaptive signal processing by particle filters and discounting of old measurements. ICASSP 2001: 3733-3736 - [p1]Petar M. Djuric:
Sequential Estimation of Signals under Model Uncertainty. Sequential Monte Carlo Methods in Practice 2001: 381-400 - 2000
- [j18]Petar M. Djuric, Yufei Huang:
Estimation of a Bernoulli parameter p from imperfect trials. IEEE Signal Process. Lett. 7(6): 160-163 (2000) - [c34]Petar M. Djuric:
Sequential estimation of probability of events. EUSIPCO 2000: 1-4 - [c33]Yufei Huang, Petar M. Djuric:
Choosing priors for an important class of signal processing problems. EUSIPCO 2000: 1-4 - [c32]Jayesh H. Kotecha, Petar M. Djuric:
Hybrid Monte Carlo - Recursive identification algorithms for blind detection over a Rayleigh fading channel. EUSIPCO 2000: 1-4 - [c31]Jayesh H. Kotecha, Petar M. Djuric:
Sequential Monte Carlo sampling detector for Rayleigh fast-fading channels. ICASSP 2000: 61-64 - [c30]Chung-Chieh Lin, Petar M. Djuric:
Estimation of chirp signals by MCMC. ICASSP 2000: 265-268 - [c29]Petar M. Djuric:
Sequential estimation of random parameters under model uncertainty. ICASSP 2000: 297-300 - [c28]Yufei Huang, Petar M. Djuric:
Bayesian detection of transient signals in colored noise. ICASSP 2000: 725-728
1990 – 1999
- 1999
- [j17]Jung-Lin Pan, Stephen S. Rappaport, Petar M. Djuric:
Multibeam cellular communication systems with dynamic channel assignment across multiple sectors. Wirel. Networks 5(4): 267-278 (1999) - [c27]Petar M. Djuric, Joon-Hwa Chun:
Estimation of nonstationary hidden Markov models by MCMC sampling. ICASSP 1999: 1737-1740 - [c26]Jayesh H. Kotecha, Petar M. Djuric:
Gibbs sampling approach for generation of truncated multivariate Gaussian random variables. ICASSP 1999: 1757-1760 - [c25]Jung-Lin Pan, Stephen S. Rappaport, Petar M. Djuric:
A multibeam medium access scheme for multiple services in wireless cellular communications. ICC 1999: 1673-1677 - 1998
- [j16]Hsiang-Tsun Li, Petar M. Djuric:
MMSE estimation of nonlinear parameters of multiple linear/quadratic chirps. IEEE Trans. Signal Process. 46(3): 796-800 (1998) - [j15]Petar M. Djuric:
Asymptotic MAP criteria for model selection. IEEE Trans. Signal Process. 46(10): 2726-2735 (1998) - [c24]Petar M. Djuric:
Variable selection by a reversible jump MCMC approach. EUSIPCO 1998: 1-4 - [c23]Petar M. Djuric, Simon J. Godsill, William J. Fitzgerald, Peter J. W. Rayner:
Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations. ICASSP 1998: 2269-2272 - 1997
- [j14]Edward R. Beadle, Petar M. Djuric:
Uniform random parameter generation of stable minimum-phase real ARMA (p, q) processes. IEEE Signal Process. Lett. 4(9): 259-261 (1997) - [j13]Jong-Kae Fwu, Petar M. Djuric:
EM algorithm for image segmentation initialized by a tree structure scheme. IEEE Trans. Image Process. 6(2): 349-352 (1997) - [j12]Petar M. Djuric, Jong-Kae Fwu:
On the detection of edges in vector images. IEEE Trans. Image Process. 6(11): 1595-1601 (1997) - [c22]Jong-Kae Fwu, Petar M. Djuric:
Cluster validation criteria for image segmentation. ICASSP 1997: 3149-3152 - [c21]Edward R. Beadle, Petar M. Djuric:
Parameter estimation for non-Gaussian autoregressive processes. ICASSP 1997: 3557-3560 - [c20]Petar M. Djuric:
Using the bootstrap to select models. ICASSP 1997: 3729-3732 - 1996
- [j11]Hsiang-Tsun Li, Petar M. Djuric:
A novel approach to detection of closely spaced sinusoids. Signal Process. 51(2): 93-104 (1996) - [j10]Hsiang-Tsun Li, Petar M. Djuric:
An iterative MMSE procedure for parameter estimation of damped sinusoidal signals. Signal Process. 51(2): 105-120 (1996) - [j9]Jong-Kae Fwu, Petar M. Djuric:
Unsupervised vector image segmentation by a tree structure-ICM algorithm. IEEE Trans. Medical Imaging 15(6): 871-880 (1996) - [j8]William B. Bishop, Petar M. Djuric:
Model order selection of damped sinusoids in noise by predictive densities. IEEE Trans. Signal Process. 44(3): 611-619 (1996) - [j7]Petar M. Djuric:
A model selection rule for sinusoids in white Gaussian noise. IEEE Trans. Signal Process. 44(7): 1744-1751 (1996) - [c19]Jong-Kae Fwu, Petar M. Djuric:
Unsupervised vector image segmentation by the ICM method. ICASSP 1996: 2235-2238 - [c18]Hsiang-Tsun Li, Petar M. Djuric:
MMSE parameter estimation of multiple chirp signals. ICASSP 1996: 2606-2609 - [c17]Petar M. Djuric, Jong-Kae Fwu, Slobodan Jovanovic, Kelvin Lynn:
On the processing of piecewise-constant signals by hierarchical models with application to single ion channel currents. ICASSP 1996: 2762-2765 - 1995
- [j6]Petar M. Djuric, Hsiang-Tsun Li:
Bayesian spectrum estimation of harmonic signals. IEEE Signal Process. Lett. 2(11): 213-215 (1995) - [j5]Chao-Ming Cho, Petar M. Djuric:
Bayesian detection and estimation of cisoids in colored noise. IEEE Trans. Signal Process. 43(12): 2943-2952 (1995) - [c16]William B. Bishop, Petar M. Djuric:
Model order selection of damped sinusoids by predictive densities. ICASSP 1995: 1621-1624 - [c15]Petar M. Djuric:
A Bayesian Model Order Determination Rule for Harmonic Signals. ISCAS 1995: 2273-2276 - [c14]Hsiang-Tsun Li, Petar M. Djuric:
A Novel Approach to Detection of Closely Spaced Sinisoids. ISCAS 1995: 2289-2292 - 1994
- [j4]Petar M. Djuric, Steven M. Kay:
Model selection based on Bayesian predictive densities and multiple data records. IEEE Trans. Signal Process. 42(7): 1685-1699 (1994) - [j3]Chao-Ming Cho, Petar M. Djuric:
Detection and estimation of DOA's of signals via Bayesian predictive densities. IEEE Trans. Signal Process. 42(11): 3051-3060 (1994) - [c13]Douglas E. Johnston, Petar M. Djuric:
An efficient Bayes solution to AR signal modelling for short sequences. ICASSP (4) 1994: 345-348 - [c12]Chao-Ming Cho, Petar M. Djuric:
Detection and estimation of multiple cisoids in colored noise by Bayesian predictive densities. ICASSP (4) 1994: 501-504 - [c11]Petar M. Djuric:
A MAP solution to off-line segmentation of signals. ICASSP (4) 1994: 505-508 - [c10]Petar M. Djuric, William B. Bishop, Douglas E. Johnston:
Bayesian procedure for the Detection of Damped Signals. ISCAS 1994: 401-404 - [c9]Douglas E. Johnston, Petar M. Djuric:
Bayesian Detection and MMSE Frequency Estimation of Sinusoidal Signals via Adaptive Importance Sampling. ISCAS 1994: 417-420 - 1993
- [c8]Petar M. Djuric:
Simultaneous detection and frequency estimation of sinusoidal signals. ICASSP (4) 1993: 53-56 - [c7]Chao-Ming Cho, Petar M. Djuric:
Detection and localization of multiple sources via Bayesian predictive densities. ICASSP (4) 1993: 57-60 - [c6]Petar M. Djuric, Chao-Ming Cho:
Frequency estimation of sinusoids in colored noise. ISCAS 1993: 439-442 - 1992
- [j2]Petar M. Djuric, Steven M. Kay:
Order selection of autoregressive models. IEEE Trans. Signal Process. 40(11): 2829-2833 (1992) - [c5]Petar M. Djuric, Steven M. Kay, Gloria Faye Boudreaux-Bartels:
Segmentation of nonstationary signals. ICASSP 1992: 161-164 - 1991
- [c4]Petar M. Djuric, Steven M. Kay:
Model order estimation of 2D autoregressive processes. ICASSP 1991: 3405-3408 - 1990
- [j1]Petar M. Djuric, Steven M. Kay:
Parameter estimation of chirp signals. IEEE Trans. Acoust. Speech Signal Process. 38(12): 2118-2126 (1990) - [c3]Petar M. Djuric, Steven M. Kay:
Predictive probability as a criterion for model selection. ICASSP 1990: 2415-2418
1980 – 1989
- 1989
- [c2]Petar M. Djuric, Steven M. Kay:
A simple frequency rate estimator. ICASSP 1989: 2254-2257 - 1988
- [c1]Steven M. Kay, Leland B. Jackson, Jianguo Huang, Petar M. Djuric:
An approximate maximum likelihood ARMA estimator based on the power cepstrum. ICASSP 1988: 2344-2347
Coauthor Index
[c219] [c218] [c210] [c207] [j101] [j100] [c199] [c195] [c187] [c186] [c182] [j96] [j95] [c175] [c168] [c159] [c156] [j80] [c154] [c153] [c152] [c148] [c146] [c145] [j74] [c140] [c136] [c133] [c132] [c131] [c130] [c124] [c121] [c118] [c114] [c113] [c106] [c101] [c100] [j61] [c99] [c97] [c96] [j58] [c94] [c93] [c91] [c90] [c88] [j57] [c86] [c85] [c84] [c83] [c81] [c80] [j56] [j55] [j54] [c79] [c78] [c76] [c75] [c74] [j52] [c73] [c72] [c70] [c68] [c67] [j43] [c65] [c64] [c63] [c62] [j39] [j37] [c60] [c57] [c56] [c55] [j31] [c50]
Samir Ranjan Das
aka: Samir R. Das
aka: Samir R. Das
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