OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Selected Topics in Signal Processing is 12. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access	708
Table of Contents	633
IEEE Signal Processing Society Information	399
Convergence and Privacy of Decentralized Nonconvex Optimization With Gradient Clipping and Communication Compression	344
Representation Transfer Learning via Multiple Pre-Trained Models for Linear Regression	206
Introduction to the Special Issue Near-Field Signal Processing: Algorithms, Implementations and Applications	179
Front Cover	176
IEEE Signal Processing Society Information	157
IEEE Signal Processing Society Information	133
A Unified Activity Detection Framework for Massive Access: Beyond the Block-Fading Paradigm	126
One is Not Enough: Parameter-Efficient Fine-Tuning With Multiplicative Sparse Factorization	121
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks	118
Multipath Component Power Delay Profile Based Ranging	112
Fractional Chirp Rate Based CSS Division Multiple Access Over LEO Satellite Internet-of-Things	111
Editorial JSTSP NSAC Editorial	104
IEEE Signal Processing Society Information	103
IEEE Signal Processing Society Information	100
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	99
Perceptual Neural Audio Coding With Modified Discrete Cosine Transform	97
Sensing-Assisted High Reliable Communication: A Transformer-Based Beamforming Approach	96
Contrastive and Non-Contrastive Strategies for Federated Self-Supervised Representation Learning and Deep Clustering	92
IEEE Signal Processing Society	91
Frontcover	90
Table of Contents	90
Table of Contents	89

IEEE Journal of Selected Topics in Signal Processing Publication Information	83
Table of Contents	83
Front Cover	83
IEEE Signal Processing Society	79
IEEE Signal Processing Society Information	75
IEEE Journal of Selected Topics in Signal Processing Publication Information	73
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	65
IEEE Signal Processing Society	65
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	64
IEEE Signal Processing Society Information	61
Table of Contents	60
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	57
Model-Based Learning for Multi-Antenna Multi-Frequency Location-to-Channel Mapping	57
Front Cover	57
Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion	55
Universal Approximation of Linear Time-Invariant (LTI) Systems Through RNNs: Power of Randomness in Reservoir Computing	55
ViT-MDHGR: Cross-Day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding	54
Beam-Delay Domain Channel Estimation for mmWave XL-MIMO Systems	53
DRED: Deep REDundancy Coding of Speech Using a Rate-Distortion-Optimized Variational Autoencoder	51
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	47
IEEE Signal Processing Society Information	47
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	45
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	45
Joint Fairness and Efficiency Optimization for CSMA/CA-Based Multi-User MIMO UAV Ad Hoc Networks	43
Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition	42
Dynamic L1-Norm Tucker Tensor Decomposition	41
Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors	41
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification	40
Tensor-Based Reinforcement Learning for Network Routing	39
Detection of SARS-CoV-2 in COVID-19 Patient Nasal Swab Samples Using Signal Processing	38
Guest Editoral Signal Processing Advances in Wireless Transmission of Information and Power	38
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	38
On the Use of Uncertainty in Classifying Aedes Albopictus Mosquitoes	38
Guest Editorial Advanced Signal Processing for Local and Private 5G Networks	38
Distributed Learning With Sparsified Gradient Differences	37
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	36
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback	35
milliTRACE-IR: Contact Tracing and Temperature Screening via mmWave and Infrared Sensing	35
Massive Wireless Energy Transfer With Statistical CSI Beamforming	35
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images	35
High-Speed Large-Scale Imaging Using Frame Decomposition From Intrinsic Multiplexing of Motion	34
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	34
Generalized Superimposed Training Scheme in IRS-Assisted Cell-Free Massive MIMO Systems	33
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	32
A Comparative Study of Self-Supervised Speech Representation Based Voice Conversion	32
Editorial Introduction to the Issue on Advanced Signal Processing for Reconfigurable Intelligent Surface-Aided 6G Networks	31
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification	30
Efficient Superoscillation Measurement for Incoherent Optical Imaging	29
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	29
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	27

Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	27
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance	27
Radio SLAM for 6G Systems at THz Frequencies: Design and Experimental Validation	26
RIS-Aided Near-Field Localization and Channel Estimation for the Terahertz System	26
Multi-Tier Caching for Statistical-QoS Driven Digital Twins Over mURLLC-Based 6G Massive-MIMO Mobile Wireless Networks Using FBC	25
Guest Editorial Signal Processing for XR Communications and Systems	25
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	25
Distributed Digital Twin Migration in Multi-Tier Computing Systems	24
RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation Under User Mobility	24
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	23
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	23
Transferability of coVariance Neural Networks	23
A Feature-Domain Channel Acquisition Scheme for MIMO-OFDM	23
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications	22
Integrated Sensing and Communications for End-to-End Predictive Beamforming Design in Vehicle-to-Infrastructure Networks	22
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	21
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	21
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	21
Searching Parameterized Retrieval & Verification Loss for Re-Identification	21
Modeling and Analysis of Near-Field ISAC	20
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace	20
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation	20
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	20
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	20
Power Loss Suppression for Time-Modulated Arrays in Radar-Communication Integration	19
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	18
FRNet: Feature Reconstruction Network for RGB-D Indoor Scene Parsing	17
SINR: Deconvolving Circular SAS Images Using Implicit Neural Representations	17
IEEE Signal Processing Society Publication Information	17
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	17
Table of Contents	17
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	17
Table of Contents	17
Table of Contents	17
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment	16
Federated Learning at Scale: Addressing Client Intermittency and Resource Constraints	16
Deep Minimax Classifiers for Imbalanced Datasets With a Small Number of Minority Samples	16
List of Reviewers	15
Table of Contents	15
Front Cover	15
Generalizing to Unseen Domains With Wasserstein Distributional Robustness Under Limited Source Knowledge	15
Table of Contents	15
Front Cover	15
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	15
IEEE Signal Processing Society	15
IEEE Signal Processing Society Information	15
IEEE Signal Processing Society Information	15
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	14
IEEE Signal Processing Society Information	14
Dual Driven Leaning for Joint Activity Detection and Channel Estimation in Multibeam LEO Satellite Communications	14
Stochastic Geometry Analysis of Scalable Cell-Free RAN with Dynamic Association and Deployment	14
Deep Learning-Based Auto-Encoder for Time-Offset Sub-Faster-Than-Nyquist Downlink NOMA With Timing Errors and Imperfect CSI	14
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding	14
RIS-Enabled SISO Localization Under User Mobility and Spatial-Wideband Effects	14
Annotated Pedestrians: A Dataset for Soft Biometrics Estimation for Varying Distances	13
Decentralized MIMO Systems with Imperfect CSI using LMMSE Receivers	13
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	13
DDL: Empowering Delivery Drones With Large-Scale Urban Sensing Capability	13
Throughput Maximization for IRS-Aided MIMO FD-WPCN With Non-Linear EH Model	13
Completely Contactless and Online Finger Knuckle Identification for Real World Applications	13
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	13
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	12
Guest Editorial Advanced Signal Processing for Terahertz Communications in 6G and Beyond Networks	12
Integrated Sensing and Communication for Wireless Extended Reality (XR) With Reconfigurable Intelligent Surface	12
Simultaneous Terahertz Imaging With Information and Power Transfer (STIIPT)	12
Can Perceptual Guidance Lead to Semantically Explainable Adversarial Perturbations?	12
Comparative Analysis of Terahertz Propagation Under Dust Storm Conditions on Mars and Earth	12
Learning Temporal Attention Based Keypoint-Guided Embedding for Gait Recognition	12
Analytical Characterization of RIS-Aided Terahertz Links in the Presence of Beam Misalignment	12
Editorial Advancements in Learning-Based Quality Prediction for Advanced Visual Media	12