IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society	949
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	725
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	492
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	402
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	243
IEEE Signal Processing Society Information	214
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	208
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	138
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	136
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	129
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	118
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	118
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	116
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	113
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	112
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	108
Transferability of coVariance Neural Networks	105
Searching Parameterized Retrieval & Verification Loss for Re-Identification	103
Table of Contents	100
Table of Contents	100
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	100
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	99
Automatic Spoken Language Acquisition Based on Observation and Dialogue	91
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach	91
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	89

Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	89
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	84
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	83
Communication-Efficient Decentralized Subspace Estimation	82
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	80
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	68
A Novel NOMA Solution With RIS Partitioning	68
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	67
Frontcover	66
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	63
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	62
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	62
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	61
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	59
Table of Contents	57
Frontcover	55
IEEE Signal Processing Society Information	55
IEEE Signal Processing Society	50
Front Cover	48
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	45
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	44
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	42
IEEE Signal Processing Society Information	41
IEEE Signal Processing Society Information	41
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	39
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	39
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	39
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	38
Graph Neural Networks With Adaptive Structures	38
The Hyperdimensional Transform: A Holographic Representation of Functions	38
Online Neyman-Pearson Classification With Hierarchically Represented Models	37
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	36
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	36
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	35
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	34
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	33
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	33
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	32
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach	32
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	32
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	31
Communication-Efficient Federated Learning via Predictive Coding	31
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	31
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	31
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	28
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	28
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization	27
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	27
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	26
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO with Low-Resolution Quantized Fronthaul Links	25

Table of Contents	25
Decentralized Federated Learning With Unreliable Communications	24
Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	23
Front Cover	23
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	22
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	22
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	22
MDCTNet: A Hybrid Approach to Neural Audio Coding	22
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	21
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	20
Designed Dithering Sign Activation for Binary Neural Networks	20
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	20
Measuring the Consistency and Diversity of 3D Face Generation	20
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	20
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	19
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	19
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	19
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	18
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	18
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	18
IEEE Signal Processing Society Information	17
Front Cover	17
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	17
IEEE Signal Processing Society Information	17
Distributed Digital Twin Migration in Multi-Tier Computing Systems	17
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	17
Front Cover	17
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	17
Table of Contents	17
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	16
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	16
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	16
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	16
Distributed Learning With Sparsified Gradient Differences	16
Reconstruct the Pruned Model Without Retraining	16
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	16
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	15
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	15
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	15
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	15
IEEE Signal Processing Society Publication Information	15
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	15
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	15
Self-Supervised Speech Representation Learning: A Review	14
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	14
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	14
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	14
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	14
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	13
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	13
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	13
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	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
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	13
IEEE Signal Processing Society	13
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	13
Table of Contents	13
Model-Based Online Learning for Active ISAC Waveform Optimization	13
Are Discrete Units Necessary for Spoken Language Modeling?	13
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
IEEE Signal Processing Society Information	12
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	12
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	12
List of Reviewers 2024	12
IEEE Signal Processing Society Publication Information	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	11
Front Cover	11
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	11
Private 5G Networks: Concepts, Architectures, and Research Landscape	11
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	11
Distributed Learning for MIMO Relay Networks	11
High-Fidelity Hyperspectral Snapshot of Physical World: System Architecture, Dataset and Model	11
Video coding using closed-loop texture analysis and synthesis	11
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	11
RoboFiSense: Attention-Based Robotic Arm Activity Recognition With WiFi Sensing	11
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning	11
STAR-RISs Assisted NOMA Networks: A Distributed Learning Approach	11
Near-Field Source Localization and Beamforming in the Spherical Sector Harmonics Domain	10

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