IEEE Journal of Selected Topics in Signal Processing

Article	Citations
IEEE Signal Processing Society	1093
IEEE Signal Processing Society Information	819
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	558
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	460
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	268
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	234
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	231
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	160
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	147
A Robust Frequency Domain-Generalized Network for Multispectral Pansharpening	145
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	130
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	129
SGNet: Sequence Grouping Network via Vision-Language Model for Text-Guided Video Summarization	129
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	127
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	127
Searching Parameterized Retrieval & Verification Loss for Re-Identification	122
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
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	110
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	109
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	109
Transferability of coVariance Neural Networks	109
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	106
Communication-Efficient Decentralized Subspace Estimation	105
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	98

Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	96
Table of Contents	95
Automatic Spoken Language Acquisition Based on Observation and Dialogue	89
Crámer-Rao Bound Analysis for Mixed-ADC Direction of Arrival Estimation in Two-Dimensional Arrays	86
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	84
Efficient Video Representation via Hybrid Key Frame Reconstruction: A Test-time Data Augmentation Approach	78
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	72
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	72
A Novel NOMA Solution With RIS Partitioning	70
Frontcover	70
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	68
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	67
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	66
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	64
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	62
Foundation Model-Based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study	61
IEEE Signal Processing Society Information	55
IEEE Signal Processing Society	53
Frontcover	51
IEEE Signal Processing Society Information	48
Front Cover	48
Table of Contents	46
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	43
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	42
The Hyperdimensional Transform: A Holographic Representation of Functions	41
IEEE Signal Processing Society Information	41
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	41
Graph Neural Networks With Adaptive Structures	40
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	38
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	38
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	38
Online Neyman-Pearson Classification With Hierarchically Represented Models	37
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach	37
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	36
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	36
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	36
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	36
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	35
Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver	35
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	35
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	35
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	34
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	34
Communication-Efficient Federated Learning via Predictive Coding	33
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	32
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	31
Table of Contents	28
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	28
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO with Low-Resolution Quantized Fronthaul Links	27

MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	27
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	27
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	26
Decentralized Federated Learning With Unreliable Communications	25
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization	24
Front Cover	23
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	23
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	23
MDCTNet: A Hybrid Approach to Neural Audio Coding	23
Measuring the Consistency and Diversity of 3D Face Generation	23
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	22
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	22
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	22
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	21
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	21
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	20
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	20
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	20
Designed Dithering Sign Activation for Binary Neural Networks	20
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	20
Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	20
Front Cover	19
An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models	19
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	19
Front Cover	19
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	19
IEEE Signal Processing Society Information	18
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	18
IEEE Signal Processing Society Information	18
Reconstruct the Pruned Model Without Retraining	18
Table of Contents	18
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	18
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	17
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	17
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	17
Asymptotic Analysis of One-bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems	17
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	17
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	17
IEEE Signal Processing Society Publication Information	17
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	17
Distributed Learning With Sparsified Gradient Differences	17
Distributed Digital Twin Migration in Multi-Tier Computing Systems	17
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	17
Dysarthric Speech Intelligibility Assessment by Custom Keyword Spotting	17
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	16
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	16
Self-Supervised Speech Representation Learning: A Review	16
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	16
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	16
Are Discrete Units Necessary for Spoken Language Modeling?	16
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	16
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	16
Table of Contents	15
Model-Based Online Learning for Active ISAC Waveform Optimization	15
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	15
IEEE Signal Processing Society	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	15
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	15
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	15
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	15
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	14
IEEE Signal Processing Society Information	14
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	14
Diffusion-Driven Pansharpening via Conditional Multi-Stage Fusion	14
Adaptive Semantic-Bit Communication for Extended Reality Interactions	14
IEEE Signal Processing Society Publication Information	14
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	14
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	14
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	14
List of Reviewers 2024	14
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	14
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	13
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	13
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	13
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	12
Reweighted Atomic Norm Minimization for Line Spectral Estimation with One-Bit Samples	12
STAR-RISs Assisted NOMA Networks: A Distributed Learning Approach	12
Front Cover	12
Private 5G Networks: Concepts, Architectures, and Research Landscape	12
RoboFiSense: Attention-Based Robotic Arm Activity Recognition With WiFi Sensing	12

Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning	12
Video coding using closed-loop texture analysis and synthesis	11
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	11
IEEE Signal Processing Society Information	11
Table of Contents	11
High-Fidelity Hyperspectral Snapshot of Physical World: System Architecture, Dataset and Model	11
List of Reviewers	11
Editorial Introduction to the Special Issue on Recent Advances in Wideband Signal Processing for Classical and Quantum Synthetic Apertures	11
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays	11
Distributed Learning for MIMO Relay Networks	11
Low-Complexity Joint Radar-Communication Beamforming: From Optimization to Deep Unfolding	10
IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion	10
IEEE Signal Processing Society Information	10
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	10
Data Augmentation for Predictive Digital Twin Channel: Learning Multi-Domain Correlations by Convolutional TimeGAN	10
Deep Multi-Source Visual Fusion With Transformer Model for Video Content Filtering	10
Editorial Introduction for the Special Issue on Intelligent Robotics: Sensing, Signal Processing and Interaction	10
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	10
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control	10
A review of faithfulness metrics for hallucination assessment in Large Language Models	10
SAV-SE: Scene-Aware Audio-Visual Speech Enhancement With Selective State Space Model	10
Near-Field Source Localization and Beamforming in the Spherical Sector Harmonics Domain	10
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras	10
Cognitive Opportunistic Navigation in Private Networks With 5G Signals and Beyond	10
IEEE Journal of Selected Topics in Signal Processing Publication Information	9
Guest Editorial Advanced Signal Processing for Local and Private 5G Networks	9
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance	9
IEEE Signal Processing Society Information	9
IEEE Journal of Selected Topics in Signal Processing Publication Information	9
High-Speed Large-Scale Imaging Using Frame Decomposition From Intrinsic Multiplexing of Motion	9
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	9
IEEE Signal Processing Society Publication Information	8
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	8
Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access	8
Shortcut Learning in Binary Classifier Black Boxes: Applications to Voice Anti-Spoofing and Biometrics	8
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification	8
Front Cover	8
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks	8
On the Use of Uncertainty in Classifying Aedes Albopictus Mosquitoes	8
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	7
Multi-Tier Caching for Statistical-QoS Driven Digital Twins Over mURLLC-Based 6G Massive-MIMO Mobile Wireless Networks Using FBC	7
Table of Contents	7
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering	7
RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation Under User Mobility	7
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	7
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	7
Efficient Superoscillation Measurement for Incoherent Optical Imaging	7
Simultaneous Terahertz Imaging With Information and Power Transfer (STIIPT)	6
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?	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
Annotated Pedestrians: A Dataset for Soft Biometrics Estimation for Varying Distances	6
ENN: A Neural Network With DCT Adaptive Activation Functions	6
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment	6
Distributed and Distribution-Robust Meta Reinforcement Learning (D$^{2}$-RMRL) for Data Pre-Storage and Routing in Cube Satellite Networks	6
Deep Minimax Classifiers for Imbalanced Datasets With a Small Number of Minority Samples	6
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?	6
One-Bit Direct Localization in Wireless Sensor Networks Over Rayleigh Fading Channels	6
Completely Contactless and Online Finger Knuckle Identification for Real World Applications	6
Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-Identification	5
Hybrid Knowledge-Data Driven Channel Semantic Acquisition and Beamforming for Cell-Free Massive MIMO	5
Secure Hybrid Analog and Digital Beamforming for mmWave XR Communications With Mixed-DAC	5
Interpretable Deep Probabilistic Model for HRR Radar Signal and its Application to Target Recognition	5
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO	5
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	5
Knowledge Selection and Local Updating Optimization for Federated Knowledge Distillation With Heterogeneous Models	5
Table of Contents	5
Protecting Images From Manipulations With Deep Optical Signatures	5
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	5
Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction	5
Joint Localization, Synchronization and Mapping via Phase-Coherent Distributed Arrays	5
Coding Speech Through Vocal Tract Kinematics	5
Sparse Training for Federated Learning With Regularized Error Correction	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	5
Quantum-Inspired Multi-Parameter Adaptive Bayesian Estimation for Sensing and Imaging	5
HILCodec: High-Fidelity and Lightweight Neural Audio Codec	4
Complex Neural Network Based Joint AoA and AoD Estimation for Bistatic ISAC	4
Front Cover	4
Extended Target Localization in Distributed MIMO Radars with Low-Resolution ADCs: A Diffusion-Aware Bayesian Approach	4
Signal Processing and Learning for Next Generation Multiple Access in 6G	4
Time Scale Network: An Efficient Shallow Neural Network for Time Series Data in Biomedical Applications	4
Augmentation Adversarial Training for Self-Supervised Speaker Representation Learning	4
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training	4
IEEE Signal Processing Society	4
How to Train Your Unstable Looped Tensor Network	4
F $^\mathbf {2}$ Mamba: Frequency-Aware and Flexibly-Unfolded Mamba for Compressed Sensing	4
Robust Channel Learning for Large-Scale Radio Speaker Verification	4
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases	4
Front Cover	4
STAR-RIS-Aided UAV Communication for Next Generation Multiple Access With Resource Allocation	4
S$^\text{3}$Attention: Improving Long Sequence Attention With Smoothed Skeleton Sketching	4
Joint Spatial-Spectral Pattern Optimization and Hyperspectral Image Reconstruction	4
IEEE Signal Processing Society Information	4