IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society Information	1615
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	710
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	587
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	305
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	301
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	168
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	149
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	141
Searching Parameterized Retrieval & Verification Loss for Re-Identification	141
Transferability of coVariance Neural Networks	129
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	125
A Robust Frequency Domain-Generalized Network for Multispectral Pansharpening	124
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	118
SGNet: Sequence Grouping Network via Vision-Language Model for Text-Guided Video Summarization	116
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	115
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	104
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	100
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	99
Front Cover	93
Table of Contents	92
Wireless Sensing with Movable Intelligent Surface	89
AnchorNet: Adaptive Anchor Token Enhancement in Video-grounded Dialogue Generation	85
Automatic Spoken Language Acquisition Based on Observation and Dialogue	80
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	79
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	69

Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	67
Multi-UAV Collaborative ISAC with Dynamic Resource Allocation: A Hierarchical Graph Multi-Agent Reinforcement Learning Approach	66
Crámer-Rao Bound Analysis for Mixed-ADC Direction of Arrival Estimation in Two-Dimensional Arrays	64
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	64
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	51
Efficient Video Representation via Hybrid Key Frame Reconstruction: A Test-Time Data Augmentation Approach	50
SAFFRON: A Physics-Informed, Label-Free Self-Supervised Deep Learning Framework for Fast and Accurate 3D Fetal Brain MRI Reconstruction	50
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	50
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	50
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	49
Table of Contents	47
Editorial: High-Dimensional Imaging: Emerging Challenges and Advances in Reconstruction and Restoration	47
Model-Guided Network With Cluster-Based Operators for Spatio-Spectral Super-Resolution	46
A Survey on Speech Large Language Models for Understanding	45
Foundation Model-Based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study	44
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	44
FlashSAM: Lightweight Vision Model for Multi-UAV Token Communication in Low-Altitude Wireless Networks	43
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	43
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	43
Frontcover	42
IEEE Signal Processing Society Information	42
Table of Contents	41
IEEE Signal Processing Society Information	41
Front Cover	41
IEEE Signal Processing Society Information	40
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	40
Online Neyman-Pearson Classification With Hierarchically Represented Models	39
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	39
Table of Contents	34
Front Cover	34
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	33
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	33
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	32
Co-Learning-Aided Multi-Modal-Deep-Learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver	31
The Hyperdimensional Transform: A Holographic Representation of Functions	31
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	31
Compression as Restoration: A Unified Implicit Approach to Self-Supervised Hyperspectral Image Representation	30
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	29
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	29
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis	29
Machine Learning based Controller using Gaussian Process Regression in Electric Motors: Interpretability, Safety and Reliability	29
Dynamic Array-of-Subarrays Architecture for Wideband Multi-Antenna Systems	29
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	29
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	28
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: A Graph Neural Network Approach	28
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	27
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	27
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	26
IEEE Signal Processing Society Publication Information	26
Graph Neural Networks With Adaptive Structures	26

Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	26
List of Reviewers 2025	25
Table of Contents	25
Mask-Informed Spatial-Spectral Attention Unfolding Network for Snapshot Compressive Reconstruction	25
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	25
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	25
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	25
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	24
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	23
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO With Low-Resolution Quantized Fronthaul Links	23
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	23
Attentional Graph Neural Network is All You Need for Robust Massive Network Localization	23
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	23
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	22
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	22
Measuring the Consistency and Diversity of 3D Face Generation	22
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	22
Front Cover	22
Designed Dithering Sign Activation for Binary Neural Networks	22
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	21
MDCTNet: A Hybrid Approach to Neural Audio Coding	21
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	21
An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models	21
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	21
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	21
Front Cover	20
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	20
Table of Contents	20
IEEE Signal Processing Society Publication Information	20
IEEE Signal Processing Society Information	20
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	20
IEEE Signal Processing Society Information	20
Reconstruct the Pruned Model Without Retraining	20
Front Cover	20
Distributed Digital Twin Migration in Multi-Tier Computing Systems	19
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	19
A CNN-Transformer Hybrid Framework for Mapping Annual Wheat Fractional Cover From 2001-2023 Using MODIS Satellite Data Over Asia	19
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	19
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	18
Quantum-Inspired Generic Optimization for Multiuser Fluid-MIMO Communications and Sensing: Joint Port Selection and Beamforming	18
OmniMamba: Omnidirectional Scanning Meets State Space Models for Efficient Hyperspectral Image Classification	18
Fluid Antenna-Aided ISAC Systems for Low-Altitude Economy Networks	18
Dysarthric Speech Intelligibility Assessment by Custom Keyword Spotting	18
IEEE Signal Processing Society Publication Information	18
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	18
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	17
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	17
Asymptotic Analysis of One-Bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems	17
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	17
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	17
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	17
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	17
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	17
MoA-VR: A Mixture-of-Agents System Toward All-in-One Video Restoration	16
Self-Supervised Speech Representation Learning: A Review	16
Table of Contents	16
Hybrid U-Net With ResNet Iris Segmentation Method for Occlusion by Eyelids and Eyelash in Iris Recognition	16
IEEE Signal Processing Society	16
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	16
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	15
Model-Based Online Learning for Active ISAC Waveform Optimization	15
FluoEcoli-Instance: A High-Content Fluorescence Microscopy Dataset and CBAM-Enhanced Hybrid Task Cascade for E. Coli Instance Segmentation	15
Are Discrete Units Necessary for Spoken Language Modeling?	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	15
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	14
Adaptive Semantic-Bit Communication for Extended Reality Interactions	13
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	13
Diffusion-Driven Pansharpening via Conditional Multi-Stage Fusion	12
IEEE Signal Processing Society Publication Information	12
List of Reviewers 2024	12
IEEE Signal Processing Society Information	12
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	12
Table of Contents	12
PARM: Pipeline-Adapted Reward Model	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
2025 Index IEEE Journal of Selected Topics in Signal Processing Vol. 19	12
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	11
On the Posterior Gap in Plug & Play Diffusion Methods for Sparse-View Computed Tomography	11
Front Cover	11

STAR-RISs Assisted NOMA Networks: A Distributed Learning Approach	11
Integrating Large Language Models Into Recommendation via Mutual Augmentation and Adaptive Aggregation	11
Table of Contents	11
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	11
High-Fidelity Hyperspectral Snapshot of Physical World: System Architecture, Dataset and Model	11
Hybrid Codebook Design for Localization Using Electromagnetically Reconfigurable Fluid Antenna System	11
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	11
Safeguarding Low-Altitude Integrated Sensing and Communications Networks via UAV-Mounted RIS	11
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	11
Cross-Model Adjudication for Bias Mitigation in Large Language Models	11
Reweighted Atomic Norm Minimization for Line Spectral Estimation With One-Bit Samples	10
Distributed Multi-Agent Relative Localization via Reference Frame Coordination	10
Model-Based Learning for DOA Estimation With One-Bit Single-Snapshot Sparse Arrays	10
RoboFiSense: Attention-Based Robotic Arm Activity Recognition With WiFi Sensing	10
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning	10
Front Cover	10
IEEE Signal Processing Society Information	9
Integrating UAV-acquired RGB and LiDAR point cloud data using multimodal learning for wheat lodging mapping and area estimation	9
List of Reviewers	9
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	9
A Review of Faithfulness Metrics for Hallucination Assessment in Large Language Models	8
Video coding using closed-loop texture analysis and synthesis	8
SAV-SE: Scene-Aware Audio-Visual Speech Enhancement With Selective State Space Model	8
IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion	8
CoMCM:Collaborative 3D Detection With Multiscale Clustering Mamba	8
Table of Contents	8
IEEE Signal Processing Society Information	8
Near-Field Source Localization and Beamforming in the Spherical Sector Harmonics Domain	8
Editorial Introduction to the Special Issue on Recent Advances in Wideband Signal Processing for Classical and Quantum Synthetic Apertures	8
Editorial Introduction for the Special Issue on Intelligent Robotics: Sensing, Signal Processing and Interaction	8
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	8
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	7
Low-Complexity Joint Radar-Communication Beamforming: From Optimization to Deep Unfolding	7
IEEE Signal Processing Society Information	7
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	7
Data Augmentation for Predictive Digital Twin Channel: Learning Multi-Domain Correlations by Convolutional TimeGAN	7
High-Speed Large-Scale Imaging Using Frame Decomposition From Intrinsic Multiplexing of Motion	7
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance	7
Deep Multi-Source Visual Fusion With Transformer Model for Video Content Filtering	7
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control	7
IEEE Journal of Selected Topics in Signal Processing Publication Information	7
Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics	6
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks	6
Fluid Antennas for Non-Monotonic THz-WPT With Channel Estimation Errors	6
Radar Band Fusion Using Frame-Based Compressed Sensing	6
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification	6
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	6
IEEE Signal Processing Society Information	6
IEEE Signal Processing Society Publication Information	6
IEEE Journal of Selected Topics in Signal Processing Publication Information	6
Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access	6
Efficient Superoscillation Measurement for Incoherent Optical Imaging	6
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	6
Deep Minimax Classifiers for Imbalanced Datasets With a Small Number of Minority Samples	6
RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation Under User Mobility	6
Guest Editorial: Modeling and Processing Language and Speech in Neurodegenerative Disorders	6
Front Cover	6
IEEE Signal Processing Society Information	6
Uncertainty-Aware Hyperspectral Image Reconstruction From RGB Measurements Using Unrolled Sparse Coding	6
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
One-Bit Direct Localization in Wireless Sensor Networks Over Rayleigh Fading Channels	6
Multi-Tier Caching for Statistical-QoS Driven Digital Twins Over mURLLC-Based 6G Massive-MIMO Mobile Wireless Networks Using FBC	6
IEEE Signal Processing Society Publication Information	6
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering	6
On the Exclusion of Hyperspectral Sources	5
ENN: A Neural Network With DCT Adaptive Activation Functions	5
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment	5
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?	5
Protecting Images From Manipulations With Deep Optical Signatures	5
Research on Feeding Rate Measurement Method for Combine Harvester Based on Multimodal Information Fusion	5
STAND-Net: Lightning-Fast MRI Reconstruction via Stage-Aware Deep Unrolling With Neural Tensor Decomposition	5
Distributed and Distribution-Robust Meta Reinforcement Learning (D$^{2}$-RMRL) for Data Pre-Storage and Routing in Cube Satellite Networks	5
Comparative Analysis of Terahertz Propagation Under Dust Storm Conditions on Mars and Earth	5
Table of Contents	5
Sparse Training for Federated Learning With Regularized Error Correction	5
Completely Contactless and Online Finger Knuckle Identification for Real World Applications	5
Annotated Pedestrians: A Dataset for Soft Biometrics Estimation for Varying Distances	5
Table of Contents	5
Simultaneous Terahertz Imaging With Information and Power Transfer (STIIPT)	5
R-Bench: Are Your Large Multimodal Model Robust to Real-World Corruptions?	5
Table of Contents	5
Purification of Contaminated Convolutional Neural Networks via Robust Recovery: An Approach With Theoretical Guarantee in One-Hidden-Layer Case	4
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO	4
Quantum-Inspired Multi-Parameter Adaptive Bayesian Estimation for Sensing and Imaging	4
Low-Altitude ISAC with Rotatable Active and Passive Arrays	4
IEEE Signal Processing Society Information	4
IEEE Signal Processing Society Publication Information	4
Interpretable Deep Probabilistic Model for HRR Radar Signal and its Application to Target Recognition	4
Joint Localization, Synchronization and Mapping via Phase-Coherent Distributed Arrays	4
S$^\text{3}$Attention: Improving Long Sequence Attention With Smoothed Skeleton Sketching	4
How to Train Your Unstable Looped Tensor Network	4
Cooperative Multi-Model Training for Personalized Federated Learning Over Heterogeneous Devices	4
Knowledge Selection and Local Updating Optimization for Federated Knowledge Distillation With Heterogeneous Models	4
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	4