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 2021-08-01 to 2025-08-01.)

Article	Citations
IEEE Signal Processing Society	949
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	725
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	492
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	402
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	243
IEEE Signal Processing Society Information	214
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	208
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	138
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	136
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	129
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	118
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	118
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	116
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
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	108
Transferability of coVariance Neural Networks	105
Searching Parameterized Retrieval & Verification Loss for Re-Identification	103
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	100
Table of Contents	100
Table of Contents	100
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	99
Automatic Spoken Language Acquisition Based on Observation and Dialogue	91
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach	91
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	89
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	84
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	83
Communication-Efficient Decentralized Subspace Estimation	82
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	80
A Novel NOMA Solution With RIS Partitioning	68
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	68
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	67
Frontcover	66
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	63
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	62
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	62
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	61
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	59
Table of Contents	57
IEEE Signal Processing Society Information	55
Frontcover	55
IEEE Signal Processing Society	50
Front Cover	48
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	45
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	44
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	42
IEEE Signal Processing Society Information	41
IEEE Signal Processing Society Information	41
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	39
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	39
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	39
The Hyperdimensional Transform: A Holographic Representation of Functions	38
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	38
Graph Neural Networks With Adaptive Structures	38
Online Neyman-Pearson Classification With Hierarchically Represented Models	37
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	36
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	36
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	35
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	34
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	33
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	33
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach	32
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	32
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	32
Communication-Efficient Federated Learning via Predictive Coding	31
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	31
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	31
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	31
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	28
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	28
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	27
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization	27
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	26
Table of Contents	25

Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO with Low-Resolution Quantized Fronthaul Links	25
Decentralized Federated Learning With Unreliable Communications	24
Front Cover	23
Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	23
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	22
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	22
MDCTNet: A Hybrid Approach to Neural Audio Coding	22
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	22
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	21
Measuring the Consistency and Diversity of 3D Face Generation	20
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	20
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	20
Designed Dithering Sign Activation for Binary Neural Networks	20
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	20
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	19
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	19
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	19
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	18
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	18
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	18
IEEE Signal Processing Society Information	17
Distributed Digital Twin Migration in Multi-Tier Computing Systems	17
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	17
Front Cover	17
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	17
Table of Contents	17
IEEE Signal Processing Society Information	17
Front Cover	17
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	17
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	16
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	16
Distributed Learning With Sparsified Gradient Differences	16
Reconstruct the Pruned Model Without Retraining	16
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	16
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	16
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	16
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	15
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	15
IEEE Signal Processing Society Publication Information	15
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	15
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	15
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	15
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	15
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	14
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	14
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	14
Self-Supervised Speech Representation Learning: A Review	14
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	14
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	13
Adaptive Semantic-Bit Communication for Extended Reality Interactions	13
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	13
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	13
IEEE Signal Processing Society	13
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	13
Table of Contents	13
Model-Based Online Learning for Active ISAC Waveform Optimization	13
Are Discrete Units Necessary for Spoken Language Modeling?	13
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	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
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	12
List of Reviewers 2024	12
IEEE Signal Processing Society Publication Information	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
IEEE Signal Processing Society Information	12
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	12