IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society	767
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	679
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	452
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	372
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	219
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	194
IEEE Signal Processing Society Information	191
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	142
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	131
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	129
Transferability of coVariance Neural Networks	126
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	121
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	120
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	110
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	110
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	109
Searching Parameterized Retrieval & Verification Loss for Re-Identification	108
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	103
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	101
Table of Contents	99
Table of Contents	98
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	96
A Novel NOMA Solution With RIS Partitioning	94
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	91
Automatic Spoken Language Acquisition Based on Observation and Dialogue	91

Communication-Efficient Decentralized Subspace Estimation	89
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach	87
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	85
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	79
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	77
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	77
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	75
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	74
Frontcover	68
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	66
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	62
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	61
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	60
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	60
Table of Contents	59
IEEE Signal Processing Society Information	58
Frontcover	58
IEEE Signal Processing Society	57
Front Cover	53
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	50
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	49
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	48
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	44
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	44
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	43
IEEE Signal Processing Society Information	43
IEEE Signal Processing Society Information	42
Automotive Squint-Forward-Looking SAR: High Resolution and Early Warning	39
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	39
Graph Neural Networks With Adaptive Structures	38
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	38
The Hyperdimensional Transform: A Holographic Representation of Functions	38
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	36
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	36
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	35
Online Neyman-Pearson Classification With Hierarchically Represented Models	35
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	35
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	34
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	34
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	33
Super-Resolution in Automotive Pulse Radars	33
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	33
Table of Contents	31
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	31
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	30
Communication-Efficient Federated Learning via Predictive Coding	30
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	30
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	30
Decentralized Federated Learning With Unreliable Communications	29
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	29

Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	28
Front Cover	28
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	26
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	26
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	26
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	26
MDCTNet: A Hybrid Approach to Neural Audio Coding	26
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	25
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	24
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	23
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	23
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	22
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	21
Measuring the Consistency and Diversity of 3D Face Generation	20
Designed Dithering Sign Activation for Binary Neural Networks	20
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	19
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	19
Front Cover	19
Distributed Learning With Sparsified Gradient Differences	18
Table of Contents	18
Front Cover	18
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	18
IEEE Signal Processing Society Information	18
Reconstruct the Pruned Model Without Retraining	17
Distributed Digital Twin Migration in Multi-Tier Computing Systems	17
IEEE Signal Processing Society Information	17
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	16
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	16
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	16
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	16
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	16
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	16
IEEE Signal Processing Society Publication Information	16
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	16
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	16
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	16
Table of Contents	15
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	15
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	15
IEEE Signal Processing Society	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	15
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	15
Table of Contents	15
Self-Supervised Speech Representation Learning: A Review	15
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	15
Model-Based Online Learning for Active ISAC Waveform Optimization	14
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	14
Are Discrete Units Necessary for Spoken Language Modeling?	14
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	14
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	14
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	13
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	13
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	13
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	13
Adaptive Semantic-Bit Communication for Extended Reality Interactions	13
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	13
IEEE Signal Processing Society Information	13
[Front cover]	13
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	13
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	12
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	12
List of Reviewers 2024	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12
IEEE Signal Processing Society Publication Information	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
Distributed Learning for MIMO Relay Networks	11
High-Fidelity Hyperspectral Snapshot of Physical World: System Architecture, Dataset and Model	11
List of Reviewers	11
Video coding using closed-loop texture analysis and synthesis	11
Learning-Based Extended Object Tracking Using Hierarchical Truncation Measurement Model With Automotive Radar	11
STAR-RISs Assisted NOMA Networks: A Distributed Learning Approach	11
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	11
Front Cover	11
RoboFiSense: Attention-Based Robotic Arm Activity Recognition With WiFi Sensing	11
IEEE Signal Processing Society Information	11
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning	11
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	11
Private 5G Networks: Concepts, Architectures, and Research Landscape	11
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	11
IEEE Signal Processing Society Information	11

SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model	10
On the Study of Sustainability and Outage of SWIPT-Enabled Wireless Communications	10
Table of Contents	10
Near-Field Source Localization and Beamforming in the Spherical Sector Harmonics Domain	10
Low-Complexity Joint Radar-Communication Beamforming: From Optimization to Deep Unfolding	10
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation	10
Cognitive Opportunistic Navigation in Private Networks With 5G Signals and Beyond	10
Editorial Introduction for the Special Issue on Intelligent Robotics: Sensing, Signal Processing and Interaction	10
Editorial Introduction to the Special Issue on Recent Advances in Wideband Signal Processing for Classical and Quantum Synthetic Apertures	10
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras	9
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	9
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	9
Deep Multi-Source Visual Fusion With Transformer Model for Video Content Filtering	9
IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion	9
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	9
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control	9
Data Augmentation for Predictive Digital Twin Channel: Learning Multi-Domain Correlations by Convolutional TimeGAN	9
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	9
On the Use of Uncertainty in Classifying Aedes Albopictus Mosquitoes	8
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance	8
Front Cover	8
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification	8
RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation Under User Mobility	8
IEEE Signal Processing Society Information	8
High-Speed Large-Scale Imaging Using Frame Decomposition From Intrinsic Multiplexing of Motion	8
IEEE Signal Processing Society	8
Guest Editorial Advanced Signal Processing for Local and Private 5G Networks	8
Multi-Tier Caching for Statistical-QoS Driven Digital Twins Over mURLLC-Based 6G Massive-MIMO Mobile Wireless Networks Using FBC	8
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks	7
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering	7
IEEE Journal of Selected Topics in Signal Processing Publication Information	7
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	7
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment	7
IEEE Journal of Selected Topics in Signal Processing Publication Information	7
Efficient Superoscillation Measurement for Incoherent Optical Imaging	7
Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics	7
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	7
Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access	7
Guest Editoral Signal Processing Advances in Wireless Transmission of Information and Power	7
Front Cover	7
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	7
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	7
Table of Contents	7
Completely Contactless and Online Finger Knuckle Identification for Real World Applications	6
ENN: A Neural Network With DCT Adaptive Activation Functions	6
Comparative Analysis of Terahertz Propagation Under Dust Storm Conditions on Mars and Earth	6
Generalizing to Unseen Domains With Wasserstein Distributional Robustness Under Limited Source Knowledge	6
Radar Band Fusion Using Frame-Based Compressed Sensing	6
Differential Chaos Shift Keying-Based Wireless Power Transfer With Nonlinearities	6
Annotated Pedestrians: A Dataset for Soft Biometrics Estimation for Varying Distances	6
Distributed and Distribution-Robust Meta Reinforcement Learning (D$^{2}$-RMRL) for Data Pre-Storage and Routing in Cube Satellite Networks	6
Coding Speech Through Vocal Tract Kinematics	5
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?	5
Sparse Training for Federated Learning With Regularized Error Correction	5
Interpretable Deep Probabilistic Model for HRR Radar Signal and its Application to Target Recognition	5
Table of Contents	5
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?	5
Simultaneous Terahertz Imaging With Information and Power Transfer (STIIPT)	5
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO	5
Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction	5
Knowledge Selection and Local Updating Optimization for Federated Knowledge Distillation With Heterogeneous Models	5
Deep Minimax Classifiers for Imbalanced Datasets With a Small Number of Minority Samples	5
Secure Hybrid Analog and Digital Beamforming for mmWave XR Communications With Mixed-DAC	5
Cooperative Multi-Model Training for Personalized Federated Learning Over Heterogeneous Devices	5
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference	4
Quantum-Inspired Multi-Parameter Adaptive Bayesian Estimation for Sensing and Imaging	4
STAR-RIS-Aided UAV Communication for Next Generation Multiple Access With Resource Allocation	4
IEEE Signal Processing Society Information	4
Joint Spatial-Spectral Pattern Optimization and Hyperspectral Image Reconstruction	4
VOICE: Variance of Induced Contrastive Explanations to Quantify Uncertainty in Neural Network Interpretability	4
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases	4
Signal Processing and Learning for Next Generation Multiple Access in 6G	4
Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-Identification	4
Joint Localization, Synchronization and Mapping via Phase-Coherent Distributed Arrays	4
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	4
Augmentation Adversarial Training for Self-Supervised Speaker Representation Learning	4
S$^\text{3}$Attention: Improving Long Sequence Attention With Smoothed Skeleton Sketching	4
Robust Channel Learning for Large-Scale Radio Speaker Verification	4
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	4
Hybrid Knowledge-Data Driven Channel Semantic Acquisition and Beamforming for Cell-Free Massive MIMO	4
Protecting Images From Manipulations With Deep Optical Signatures	4
How to Train Your Unstable Looped Tensor Network	4
UAVs Assisted Intelligent Reflecting Surfaces SWIPT System With Statistical CSI	4
Time Scale Network: An Efficient Shallow Neural Network for Time Series Data in Biomedical Applications	4
Purification of Contaminated Convolutional Neural Networks via Robust Recovery: An Approach With Theoretical Guarantee in One-Hidden-Layer Case	4
NPR: Nocturnal Place Recognition Using Nighttime Translation in Large-Scale Training Procedures	3
Demographic Bias in Low-Resolution Deep Face Recognition in the Wild	3
L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning	3
Sensing User's Channel and Location With Terahertz Extra-Large Reconfigurable Intelligent Surface Under Hybrid-Field Beam Squint Effect	3
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems	3
Deep-Learning Supervised Snapshot Compressive Imaging Enabled by an End-to-End Adaptive Neural Network	3
Secure Communication Guarantees for Diverse Extended-Reality Applications: A Unified Statistical Security Model	3
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion	3
Spatial-Temporal-Based Underdetermined Near-Field 3-D Localization Employing a Nonuniform Cross Array	3
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	3