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ORCIDIEEE Journal of Selected Topics in Signal Processing, Volume 18
Volume 18, Number 1, January 2024
- Kunlun Wang
, Trung Q. Duong, Saeed R. Khosravirad, Octavia A. Dobre, George K. Karagiannidis:
Guest Editorial Signal Processing for Digital Twin in 6G Multi-Tier Computing Systems. 2-5 - Zhaohui Yang, Mingzhe Chen, Yuchen Liu, Zhaoyang Zhang:
A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks. 6-17 - Guangming Liang, Jie Hu, Kun Yang, Siyao Song, Tingcai Liu, Ning Xie, Yijun Yu:
Data Augmentation for Predictive Digital Twin Channel: Learning Multi-Domain Correlations by Convolutional TimeGAN. 18-33 - Xi Zhang, Qixuan Zhu, H. Vincent Poor:
Multi-Tier Caching for Statistical-QoS Driven Digital Twins Over mURLLC-Based 6G Massive-MIMO Mobile Wireless Networks Using FBC. 34-49 - Xinyu Huang, Wen Wu, Shisheng Hu, Mushu Li, Conghao Zhou, Xuemin Shen:
Digital Twin Based User-Centric Resource Management for Multicast Short Video Streaming. 50-65 - Anal Paul, Keshav Singh, Minh-Hien T. Nguyen, Cunhua Pan, Chih-Peng Li:
Digital Twin-Assisted Space-Air-Ground Integrated Networks for Vehicular Edge Computing. 66-82 - Yapeng Zhao, Qingqing Wu, Guangji Chen, Wen Chen, Ruiqi Liu, Ming-Min Zhao, Yuan Wu, Shaodan Ma:
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing. 83-97 - Haijun Liao, Jiaxuan Lu, Yiling Shu, Zhenyu Zhou, Muhammad Tariq, Shahid Mumtaz:
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin. 98-108 - Zhixiong Chen, Wenqiang Yi, Arumugam Nallanathan, Jonathon A. Chambers:
Distributed Digital Twin Migration in Multi-Tier Computing Systems. 109-123 - Yuao Wang, Jingjing Fang, Yao Cheng, Hao She, Yongan Guo, Gan Zheng:
Cooperative End-Edge-Cloud Computing and Resource Allocation for Digital Twin Enabled 6G Industrial IoT. 124-137
Volume 18, Number 3, April 2024
- Wenbo Ding:
Editorial Introduction for the Special Issue on Intelligent Robotics: Sensing, Signal Processing and Interaction. 263-266 - Shoujie Li, Zihan Wang, Changsheng Wu, Xiang Li, Shan Luo, Bin Fang, Fuchun Sun, Xiao-Ping Zhang, Wenbo Ding:
When Vision Meets Touch: A Contemporary Review for Visuotactile Sensors From the Signal Processing Perspective. 267-287 - Shixin Zhang, Yiyong Yang, Jianhua Shan, Fuchun Sun, Hongxiang Xue, Bin Fang:
PaLmTac: A Vision-Based Tactile Sensor Leveraging Distributed-Modality Design and Modal-Matching Recognition for Soft Hand Perception. 288-298 - Kévin Riou, Kaiwen Dong, Kévin Subrin, Patrick Le Callet:
Reinforcement Learning Based Tactile Sensing for Active Point Cloud Acquisition, Recognition and Localization. 299-311 - Bowen Zhang, Zhijin Qin, Geoffrey Ye Li:
Compression Ratio Learning and Semantic Communications for Video Imaging. 312-324 - ZhenZhou Wang:
Single-shot 3D Reconstruction by Fusion of Fourier Transform Profilometry and Line Clustering. 325-335 - Wujie Zhou, Yuming Zhang, Weiqing Yan, Lv Ye:
An Efficient RGB-D Indoor Scene-Parsing Solution via Lightweight Multiflow Intersection and Knowledge Distillation. 336-345 - Nisha Varghese, A. N. Rajagopalan, Zahir Ahmed Ansari:
Real-Time Large-Motion Deblurring for Gimbal-Based Imaging Systems. 346-357 - I-Chen Sang, William R. Norris:
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation. 358-367 - Bingxi Liu, Yujie Fu, Feng Lu, Jinqiang Cui, Yihong Wu, Hong Zhang:
NPR: Nocturnal Place Recognition Using Nighttime Translation in Large-Scale Training Procedures. 368-379 - Hongyu Chen, Yimin Liu, Yuwei Cheng:
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars. 380-395 - Rojin Zandi, Kian Behzad, Elaheh Motamedi, Hojjat Salehinejad, Milad Siami:
RoboFiSense: Attention-Based Robotic Arm Activity Recognition With WiFi Sensing. 396-406 - Sicong Liu, Xianyao Wang, Jian Song, Zhu Han:
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework. 407-418 - Qin Hu, Golara Ahmadi Azar, Alyson K. Fletcher, Sundeep Rangan, Seyed Farokh Atashzar:
ViT-MDHGR: Cross-Day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding. 419-430 - Shuzhan Hu, Yiping Duan, Xiaoming Tao, Jian Chu, Jianhua Lu:
Brain-Inspired Visual Attention Modeling Based on EEG for Intelligent Robotics. 431-443 - R. Gnana Praveen, Jahangir Alam:
Incongruity-Aware Cross-Modal Attention for Audio-Visual Fusion in Dimensional Emotion Recognition. 444-458 - Yinggang Liu, Yuanjie Deng, Ying Wei:
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin. 459-472 - Zitong Wang, Yushan Li, Xiaoming Duan, Jianping He:
Topology-Preserving Motion Coordination for Multi-Robot Systems in Adversarial Environments. 473-486 - Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu:
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration. 487-501 - Xuecheng Chen, Haoyang Wang, Yuhan Cheng, Haohao Fu, Yuxuan Liu, Fan Dang, Yunhao Liu, Jinqiang Cui, Xinlei Chen:
DDL: Empowering Delivery Drones With Large-Scale Urban Sensing Capability. 502-515 - Yi Xia, Jun Du, Zekai Zhang, Ziyuan Wang, Jingzehua Xu, Weishi Mi:
Standoff Target Tracking for Networked UAVs With Specified Performance via Deep Reinforcement Learning. 516-528 - Sichun Luo, Yuxuan Yao, Haohan Zhao, Linqi Song:
A Language Model-Based Fine-Grained Address Resolution Framework in UAV Delivery System. 529-539
Volume 18, Number 4, May 2024
- Ahmet M. Elbir, Kumar Vijay Mishra, Özlem Tugfe Demir, Emil Björnson, Angel Lozano:
Introduction to the Special Issue Near-Field Signal Processing: Algorithms, Implementations and Applications. 541-545 - Shekhar Kumar Yadav, S. R. M. Prasanna, Nithin V. George:
NeaSource Localization and Beamforming in the Spherical Sector Harmonics Domain. 546-560 - Hua Chen, Zelong Yi, Zhiwei Jiang, Wei Liu, Ye Tian, Qing Wang, Gang Wang:
Spatial-Temporal-Based Underdetermined Near-Field 3-D Localization Employing a Nonuniform Cross Array. 561-571 - Marc Andrew Valdez, Jacob D. Rezac, Michael B. Wakin, Joshua A. Gordon:
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing. 572-586 - Giulia Torcolacci, Anna Guerra, Haiyang Zhang, Francesco Guidi, Qianyu Yang, Yonina C. Eldar, Davide Dardari:
Holographic Imaging With XL-MIMO and RIS: Illumination and Reflection Design. 587-602 - Ziyi Wang, Zhenyu Liu, Yuan Shen, Andrea Conti, Moe Z. Win:
Holographic Localization With Synthetic Reconfigurable Intelligent Surfaces. 603-618 - Kangjian Chen, Chenhao Qi, Geoffrey Ye Li, Octavia A. Dobre:
Near-Field Multiuser Communications Based on Sparse Arrays. 619-632 - Moustafa Rahal, Benoît Denis, Musa Furkan Keskin, Bernard Uguen, Henk Wymeersch:
RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation Under User Mobility. 633-645 - Hongwei Hou, Xuan He, Tianhao Fang, Xinping Yi, Wenjin Wang, Shi Jin:
Beam-Delay Domain Channel Estimation for mmWave XL-MIMO Systems. 646-661 - Xiangrong Wang, Weitong Zhai, Xianghua Wang, Moeness G. Amin, Kaiquan Cai:
Wideband Near-Field Integrated Sensing and Communication With Sparse Transceiver Design. 662-677 - Boqun Zhao, Chongjun Ouyang, Yuanwei Liu, Xingqi Zhang, H. Vincent Poor:
Modeling and Analysis of Near-Field ISAC. 678-693 - Andrés Jerez, Juan Estupiñán, Jorge Bacca, Henry Arguello:
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design. 694-703 - Sergio Urrea, Roman Jacome, M. Salman Asif, Henry Arguello, Hans Garcia:
DoDo: Double DOE Optical System for Multishot Spectral Imaging. 704-713 - Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief:
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO. 714-729
Volume 18, Number 5, July 2024
- Kumar Vijay Mishra, M. R. Bhavani Shankar, Nuria González-Prelcic, Mikko Valkama, Wei Yu, Björn E. Ottersten:
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications. 731-736 - Petteri Pulkkinen, Visa Koivunen:
Model-Based Online Learning for Active ISAC Waveform Optimization. 737-751 - Xu Chen, Zhiyong Feng, J. Andrew Zhang, Feifei Gao, Xin Yuan, Zhaohui Yang, Ping Zhang:
Complex CNN CSI Enhancer for Integrated Sensing and Communications. 752-765 - Xu Gan, Chongwen Huang, Zhaohui Yang, Caijun Zhong, Xiaoming Chen, Zhaoyang Zhang, Qinghua Guo, Chau Yuen, Mérouane Debbah:
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data. 766-781 - Yuanhao Cui, Jiali Nie, Xiaowen Cao, Tiankuo Yu, Jiaqi Zou, Junsheng Mu, Xiaojun Jing:
Sensing-Assisted High Reliable Communication: A Transformer-Based Beamforming Approach. 782-795 - Cristian J. Vaca-Rubio, Pu Wang, Toshiaki Koike-Akino, Ye Wang, Petros Boufounos, Petar Popovski:
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi. 796-811 - Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi:
Attention-Refined Unrolling for Sparse Sequential Micro-Doppler Reconstruction. 812-827 - Xiaoqi Zhang, Weijie Yuan, Chang Liu, Jun Wu, Derrick Wing Kwan Ng:
Predictive Beamforming for Vehicles With Complex Behaviors in ISAC Systems: A Deep Learning Approach. 828-841 - Salmane Naoumi, Ahmad Bazzi, Roberto Bomfin, Marwa Chafii:
Complex Neural Network Based Joint AoA and AoD Estimation for Bistatic ISAC. 842-856 - Ahmet M. Elbir, Asmaa Abdallah, Abdulkadir Celik, Ahmed M. Eltawil:
Antenna Selection With Beam Squint Compensation for Integrated Sensing and Communications. 857-870 - Akanksha Sneh, Shobha Sundar Ram, Sumit Jagdish Darak, Aakanksha Tewari:
Beam Alignment in Multipath Environments for Integrated Sensing and Communication Using Bandit Learning. 871-885 - Lorenzo Cazzella, Marouan Mizmizi, Dario Tagliaferri, Damiano Badini, Matteo Matteucci, Umberto Spagnolini:
Deep Learning-Based Target-to-User Association in Integrated Sensing and Communication Systems. 886-900 - Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding. 901-916 - Jie Chen, Xianbin Wang:
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems. 917-932 - Zihuan Wang, Vincent W. S. Wong, Robert Schober:
Integrated Sensing and Communications for End-to-End Predictive Beamforming Design in Vehicle-to-Infrastructure Networks. 933-949 - Fangqing Xiao, Zilu Zhao, Dirk T. M. Slock:
Multipath Component Power Delay Profile Based Ranging. 950-963 - Chao Ren, Zhao Yang Dong, Han Yu, Minrui Xu, Zehui Xiong, Dusit Niyato:
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids. 964-978
Volume 18, Number 6, September 2024
- Yi Ma, Yuejie Chi, Ivan Dokmanic, Bihan Wen, John N. Wright, Zhihui Zhu:
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN). 980-984 - Xue Wang, Tian Zhou, Jianqing Zhu, Jialin Liu, Kun Yuan, Tao Yao, Wotao Yin, Rong Jin, HanQin Cai:
S$^\text{3}$Attention: Improving Long Sequence Attention With Smoothed Skeleton Sketching. 985-996 - Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia:
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies. 997-1009 - Peter Marsh, Ercan Engin Kuruoglu:
Optimized Parameter-Efficient Deep Learning Systems via Reversible Jump Simulated Annealing. 1010-1023 - Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool:
TT-NF: Tensor Train Neural Fields. 1024-1035 - Anh-Huy Phan, Dmitry Ermilov, Nikolay Kozyrskiy, Igor Vorona, Konstantin Sobolev:
How to Train Your Unstable Looped Tensor Network. 1036-1045 - Haoyu Wang, Wei-Qiang Zhang:
Unstructured Pruning and Low Rank Factorisation of Self-Supervised Pre-Trained Speech Models. 1046-1058 - Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang:
One is Not Enough: Parameter-Efficient Fine-Tuning With Multiplicative Sparse Factorization. 1059-1069 - Runxuan Miao, Erdem Koyuncu:
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering. 1070-1084 - Ran Greidi, Kobi Cohen:
Sparse Training for Federated Learning With Regularized Error Correction. 1085-1099 - Brayan Monroy, Juan Estupiñán, Tatiana Gelvez-Barrera, Jorge Bacca, Henry Arguello:
Designed Dithering Sign Activation for Binary Neural Networks. 1100-1107 - Di You, Pier Luigi Dragotti:
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration. 1108-1122 - Rina Bao, Yunxin Zhao, Akhil Srivastava, Shellaine Frazier, Kannappan Palaniappan:
Lightweight SDENet Fusing Model-Based and Learned Features for Computational Histopathology. 1123-1137
Volume 18, Number 7, October 2024
- Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief:
Editorial Introduction for the Special Issue on Intelligent Signal Processing and Learning for Next Generation Multiple Access. 1139-1145 - Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief:
Signal Processing and Learning for Next Generation Multiple Access in 6G. 1146-1177 - Ahmed Aboutaleb, Mohammad Torabi, Benjamin Belzer, Krishnamoorthy Sivakumar:
Deep Learning-Based Auto-Encoder for Time-Offset Sub-Faster-Than-Nyquist Downlink NOMA With Timing Errors and Imperfect CSI. 1178-1193 - Shuntian Zheng, Sheng Wu, Haoge Jia, Jingjing Zhao, Yuanming Shi, Chunxiao Jiang:
Dual Driven Leaning for Joint Activity Detection and Channel Estimation in Multibeam LEO Satellite Communications. 1194-1209 - Kaidi Xu, Shenglong Zhou, Geoffrey Ye Li:
Federated Reinforcement Learning for Resource Allocation in V2X Networks. 1210-1221 - Xiaoqi Zhang, Haijun Zhang, Lei Sun, Xianmei Wang, Keping Long, Victor C. M. Leung:
STAR-RIS-Aided UAV Communication for Next Generation Multiple Access With Resource Allocation. 1222-1234 - Zelin Ji, Zhijin Qin:
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks. 1235-1248 - Gangle Sun, Hongwei Hou, Yafei Wang, Wenjin Wang, Wei Xu, Shi Jin:
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission. 1249-1264 - Lorenzo Valentini, Elena Bernardi, Fabio Saggese, Marco Chiani, Enrico Paolini, Petar Popovski:
Contention-Based mMTC/URLLC Coexistence Through Coded Random Access and Massive MIMO. 1265-1280 - Runxin Zhang, Jianpeng Ma, Shun Zhang, Octavia A. Dobre:
Fractional Chirp Rate Based CSS Division Multiple Access Over LEO Satellite Internet-of-Things. 1281-1296 - Xiaojie Wang, Jiameng Li, Jun Wu, Lei Guo, Zhaolong Ning:
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks. 1297-1310 - Jianrui Chen, Jingjing Wang, Jiaxing Wang, Lin Bai:
Joint Fairness and Efficiency Optimization for CSMA/CA-Based Multi-User MIMO UAV Ad Hoc Networks. 1311-1323 - Konstantinos D. Katsanos, Paolo Di Lorenzo, George C. Alexandropoulos:
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach. 1324-1338 - Bohao Wang, Zitao Shuai, Chongwen Huang, Qianqian Yang, Zhaohui Yang, Richeng Jin, Ahmed Al Hammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Multi-Sources Fusion Learning for Multi-Points NLOS Localization in OFDM System. 1339-1350 - Shuai Gao, Fan Xu, Qingjiang Shi:
A Feature-Domain Channel Acquisition Scheme for MIMO-OFDM. 1351-1365 - Jianan Bai, Erik G. Larsson:
A Unified Activity Detection Framework for Massive Access: Beyond the Block-Fading Paradigm. 1366-1380 - Yuhui Song, Zijun Gong, Yuanzhu Chen, Cheng Li:
Distributed Massive MIMO With Low Resolution ADCs for Massive Random Access. 1381-1395
Volume 18, Number 8, December 2024
- Jan Skoglund, Minje Kim, Xiulian Peng, Lars F. Villemoes:
Editorial JSTSP NSAC Editorial. 1397-1400 - Mohammad Bokaei, Jesper Jensen, Simon Doclo, Jan Østergaard:
Low-Latency Deep Analog Speech Transmission Using Joint Source Channel Coding. 1401-1413 - Eunkyun Lee, Seungkwon Beack, Jong Won Shin:
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay. 1414-1426 - Cheol Jun Cho, Peter Wu, Tejas S. Prabhune, Dhruv Agarwal, Gopala Krishna Anumanchipalli:
Coding Speech Through Vocal Tract Kinematics. 1427-1440 - Jean-Marc Valin, Jan Büthe, Ahmed Mustafa, Michael Klingbeil:
DRED: Deep REDundancy Coding of Speech Using a Rate-Distortion-Optimized Variational Autoencoder. 1441-1447 - Haohe Liu, Xuenan Xu, Yi Yuan, Mengyue Wu, Wenwu Wang, Mark D. Plumbley:
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound. 1448-1461 - Andreas Brendel, Nicola Pia, Kishan Gupta, Lyonel Behringer, Guillaume Fuchs, Markus Multrus:
Neural Speech Coding for Real-Time Communications Using Constant Bitrate Scalar Quantization. 1462-1476 - Xue Jiang, Xiulian Peng, Yuan Zhang, Yan Lu:
Universal Speech Token Learning via Low-Bitrate Neural Codec and Pretrained Representations. 1477-1489 - Hyungseob Lim, Jihyun Lee, Byeong Hyeon Kim, Inseon Jang, Hong-Goo Kang:
Perceptual Neural Audio Coding With Modified Discrete Cosine Transform. 1490-1505 - Lars F. Villemoes, Mark Vinton, Per Ekstrand, Lie Lu, Grant A. Davidson, Cong Zhou:
MDCTNet: A Hybrid Approach to Neural Audio Coding. 1506-1516 - Sunghwan Ahn, Beom Jun Woo, Min Hyun Han, Chanyeong Moon, Nam Soo Kim:
HILCodec: High-Fidelity and Lightweight Neural Audio Codec. 1517-1530 - Joon Byun, Seungmin Shin, Seorim Hwang, Jongmo Sung, Seungkwon Beack, Youngcheol Park:
Optimizations of Neural Audio Coder Toward Perceptual Transparency. 1531-1543 - Behnam Gholami, Mostafa El-Khamy, Kee-Bong Song:
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement. 1544-1556
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