IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society	984
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	753
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	512
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	421
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	250
IEEE Signal Processing Society Information	218
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	215
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	143
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	139
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	136
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	122
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	121
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	119
Transferability of coVariance Neural Networks	119
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	116
Searching Parameterized Retrieval & Verification Loss for Re-Identification	109
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	109
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	104
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	103
Table of Contents	103
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	103
Automatic Spoken Language Acquisition Based on Observation and Dialogue	100
A Novel NOMA Solution With RIS Partitioning	95
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	92
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	89

Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	88
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	85
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	84
Communication-Efficient Decentralized Subspace Estimation	83
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	73
Frontcover	72
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	68
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	67
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	66
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	64
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	63
Table of Contents	63
Frontcover	62
IEEE Signal Processing Society Information	61
IEEE Signal Processing Society	57
Front Cover	55
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	51
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	45
IEEE Signal Processing Society Information	44
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	44
IEEE Signal Processing Society Information	43
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	42
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	41
The Hyperdimensional Transform: A Holographic Representation of Functions	41
Online Neyman-Pearson Classification With Hierarchically Represented Models	40
Graph Neural Networks With Adaptive Structures	40
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	39
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	38
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	37
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	36
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	36
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	35
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	34
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach	34
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	34
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	33
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	33
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	33
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	32
Communication-Efficient Federated Learning via Predictive Coding	32
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	31
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	31
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	28
Table of Contents	28
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	28
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO with Low-Resolution Quantized Fronthaul Links	26
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization	25
Decentralized Federated Learning With Unreliable Communications	25
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	24
Front Cover	24

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

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