IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society Information	1728
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	748
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	627
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	325
Transferability of coVariance Neural Networks	321
A Robust Frequency Domain-Generalized Network for Multispectral Pansharpening	177
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	162
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	157
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	145
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	141
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	130
Searching Parameterized Retrieval & Verification Loss for Re-Identification	128
Learning-Based Radio Resource Management and Bitrate Adaptation for Multi-UAV Video Surveillance over Low-Altitude Wireless Networks	126
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	125
SGNet: Sequence Grouping Network via Vision-Language Model for Text-Guided Video Summarization	121
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	111
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	100
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	99
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	97
Front Cover	94
Table of Contents	89
AnchorNet: Adaptive Anchor Token Enhancement in Video-grounded Dialogue Generation	86
Automatic Spoken Language Acquisition Based on Observation and Dialogue	81
Multi-UAV Collaborative ISAC with Dynamic Resource Allocation: A Hierarchical Graph Multi-Agent Reinforcement Learning Approach	69
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	69

Crámer-Rao Bound Analysis for Mixed-ADC Direction of Arrival Estimation in Two-Dimensional Arrays	68
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	68
Efficient Video Representation via Hybrid Key Frame Reconstruction: A Test-Time Data Augmentation Approach	63
SAFFRON: A Physics-Informed, Label-Free Self-Supervised Deep Learning Framework for Fast and Accurate 3D Fetal Brain MRI Reconstruction	60
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	59
Wireless Sensing with Movable Intelligent Surface	56
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	54
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	54
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	52
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	51
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	51
Table of Contents	49
Editorial: High-Dimensional Imaging: Emerging Challenges and Advances in Reconstruction and Restoration	49
Model-Guided Network With Cluster-Based Operators for Spatio-Spectral Super-Resolution	48
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	48
Foundation Model-Based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study	48
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	47
FlashSAM: Lightweight Vision Model for Multi-UAV Token Communication in Low-Altitude Wireless Networks	47
A Survey on Speech Large Language Models for Understanding	45
IEEE Signal Processing Society Information	45
Front Cover	43
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	43
Table of Contents	43
IEEE Signal Processing Society Information	40
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	39
Online Neyman-Pearson Classification With Hierarchically Represented Models	39
Table of Contents	38
Front Cover	37
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	35
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	35
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	34
The Hyperdimensional Transform: A Holographic Representation of Functions	33
IEEE Signal Processing Society Publication Information	33
Compression as Restoration: A Unified Implicit Approach to Self-Supervised Hyperspectral Image Representation	32
Machine Learning based Controller using Gaussian Process Regression in Electric Motors: Interpretability, Safety and Reliability	32
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	32
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis	32
Dynamic Array-of-Subarrays Architecture for Wideband Multi-Antenna Systems	31
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	31
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: A Graph Neural Network Approach	30
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	30
Co-Learning-Aided Multi-Modal-Deep-Learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver	30
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	29
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	28
Graph Neural Networks With Adaptive Structures	28
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	28
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	27
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	27
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	26

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
List of Reviewers 2025	25
Table of Contents	25
Mask-Informed Spatial-Spectral Attention Unfolding Network for Snapshot Compressive Reconstruction	25
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	24
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	24
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	24
Attentional Graph Neural Network is All You Need for Robust Massive Network Localization	24
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	23
Measuring the Consistency and Diversity of 3D Face Generation	23
Front Cover	23
MDCTNet: A Hybrid Approach to Neural Audio Coding	23
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	22
Designed Dithering Sign Activation for Binary Neural Networks	22
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	22
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	21
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	21
An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models	21
IEEE Signal Processing Society Information	21
Reconstruct the Pruned Model Without Retraining	21
Super-Resolution ISAC Receivers: An MCMC-Based Gridless Sparse Bayesian Learning Approach	21
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	21
Front Cover	21
IEEE Signal Processing Society Information	21
Front Cover	21
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	21
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	21
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	21
Table of Contents	21
IEEE Signal Processing Society Publication Information	21
Operationalizing Sequential Detection: A SWaP-Aware ISAC Framework for the Low-Altitude Economy	20
Fluid Antenna-Aided ISAC Systems for Low-Altitude Economy Networks	20
Quantum-Inspired Generic Optimization for Multiuser Fluid-MIMO Communications and Sensing: Joint Port Selection and Beamforming	20
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
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	19
Asymptotic Analysis of One-Bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems	18
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	18
IEEE Signal Processing Society Publication Information	18
Distributed Digital Twin Migration in Multi-Tier Computing Systems	18
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	18
Dysarthric Speech Intelligibility Assessment by Custom Keyword Spotting	17
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	17
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	17
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	17
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	17
Scalable-Predictive Beamforming for RIS-Assisted Communications in Low-Altitude Wireless Networks: A Graph Neural Network Approach	16
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	16
OmniMamba: Omnidirectional Scanning Meets State Space Models for Efficient Hyperspectral Image Classification	16
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	16
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	16
Table of Contents	15
Hybrid U-Net With ResNet Iris Segmentation Method for Occlusion by Eyelids and Eyelash in Iris Recognition	15
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	15
MoA-VR: A Mixture-of-Agents System Toward All-in-One Video Restoration	15
Self-Supervised Speech Representation Learning: A Review	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	15
Are Discrete Units Necessary for Spoken Language Modeling?	14
Diffusion-Driven Pansharpening via Conditional Multi-Stage Fusion	14
Time-Slotted Multi-Cluster UAV AirComp with Energy-Awareness: A Pointer Network-Assisted Soft Actor-Critic Learning Framework	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
Model-Based Online Learning for Active ISAC Waveform Optimization	13
FluoEcoli-Instance: A High-Content Fluorescence Microscopy Dataset and CBAM-Enhanced Hybrid Task Cascade for E. Coli Instance Segmentation	13
Adaptive Semantic-Bit Communication for Extended Reality Interactions	13
IEEE Signal Processing Society Information	12
IEEE Signal Processing Society Publication Information	12
Table of Contents	12
Hybrid Codebook Design for Localization Using Electromagnetically Reconfigurable Fluid Antenna System	12
2025 Index IEEE Journal of Selected Topics in Signal Processing Vol. 19	12
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12
List of Reviewers 2024	12
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	12
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	12
PARM: Pipeline-Adapted Reward Model	12
Safeguarding Low-Altitude Integrated Sensing and Communications Networks via UAV-Mounted RIS	12

On the Posterior Gap in Plug & Play Diffusion Methods for Sparse-View Computed Tomography	12
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	12