OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Selected Topics in Signal Processing is 13. 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 2022-01-01 to 2026-01-01.)

Article	Citations
IEEE Signal Processing Society	1227
IEEE Signal Processing Society Information	600
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	496
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	255
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	253
A Robust Frequency Domain-Generalized Network for Multispectral Pansharpening	164
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	155
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	140
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	137
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	122
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	119
Transferability of coVariance Neural Networks	119
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	116
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	114
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	104
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	100
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	98
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	95
Searching Parameterized Retrieval & Verification Loss for Re-Identification	93
PARAFAC2-Based Coupled Matrix and Tensor Factorizations With Constraints	89
SGNet: Sequence Grouping Network via Vision-Language Model for Text-Guided Video Summarization	80
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	79
Communication-Efficient Decentralized Subspace Estimation	76
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	75
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	74

Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	73
SAFFRON: A Physics-informed, Label-free Self-supervised Deep Learning Framework for Fast and Accurate 3D Fetal Brain MRI Reconstruction	73
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	70
Table of Contents	66
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	65
Automatic Spoken Language Acquisition Based on Observation and Dialogue	61
Efficient Video Representation via Hybrid Key Frame Reconstruction: A Test-time Data Augmentation Approach	55
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	54
Crámer-Rao Bound Analysis for Mixed-ADC Direction of Arrival Estimation in Two-Dimensional Arrays	53
A Novel NOMA Solution With RIS Partitioning	50
Frontcover	47
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	46
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	45
A Survey on Speech Large Language Models for Understanding	44
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	43
Foundation Model-Based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study	43
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	42
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	42
Table of Contents	40
IEEE Signal Processing Society Information	39
IEEE Signal Processing Society	39
Front Cover	38
Table of Contents	38
Frontcover	38
IEEE Signal Processing Society Information	38
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	37
The Hyperdimensional Transform: A Holographic Representation of Functions	37
IEEE Signal Processing Society Information	37
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	36
Graph Neural Networks With Adaptive Structures	36
Online Neyman-Pearson Classification With Hierarchically Represented Models	35
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	35
Dynamic Array-of-Subarrays Architecture for Wideband Multi-Antenna Systems	35
Resolving Domain Mismatches in Electrolaryngeal Speech Enhancement With Linguistic Intermediates	34
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	33
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	30
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	30
Compression as Restoration: A Unified Implicit Approach to Self-Supervised Hyperspectral Image Representation	30
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	29
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	29
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	28
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	27
Front Cover	26
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	26
Co-Learning-Aided Multi-Modal-Deep-Learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver	25
Table of Contents	25
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	25
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: A Graph Neural Network Approach	25
Communication-Efficient Federated Learning via Predictive Coding	24
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	24

Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	24
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	24
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	23
Table of Contents	23
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	23
Mask-Informed Spatial-Spectral Attention Unfolding Network for Snapshot Compressive Reconstruction	22
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	21
Front Cover	21
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	21
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	21
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO With Low-Resolution Quantized Fronthaul Links	21
Decentralized Federated Learning With Unreliable Communications	21
Attentional Graph Neural Network is All You Need for Robust Massive Network Localization	21
MDCTNet: A Hybrid Approach to Neural Audio Coding	20
Measuring the Consistency and Diversity of 3D Face Generation	20
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	20
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	20
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	20
Designed Dithering Sign Activation for Binary Neural Networks	20
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	20
Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective	19
Table of Contents	19
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	19
Accelerating Multiuser Beamforming With Full-Dimension One-Bit Chains	19
Front Cover	19
IEEE Signal Processing Society Information	19
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	19
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	19
Front Cover	19
An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models	19
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	19
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	19
Distributed Learning With Sparsified Gradient Differences	18
Distributed Digital Twin Migration in Multi-Tier Computing Systems	18
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	18
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	18
IEEE Signal Processing Society Information	18
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	18
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	17
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	17
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks	17
Dysarthric Speech Intelligibility Assessment by Custom Keyword Spotting	17
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	17
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	17
IEEE Signal Processing Society Publication Information	17
Reconstruct the Pruned Model Without Retraining	17
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	16
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	16
MoA-VR: A Mixture-of-Agents System Towards All-in-One Video Restoration	16
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	16
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	16
Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision	15
Table of Contents	15
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	15
Asymptotic Analysis of One-Bit Quantized Box-Constrained Precoding in Large-Scale Multi-User Systems	15
Self-Supervised Speech Representation Learning: A Review	15
IEEE Signal Processing Society	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	14
Model-Based Online Learning for Active ISAC Waveform Optimization	14
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	14
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	14
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	14
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	14
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	14
FluoEcoli-Instance: A High-Content Fluorescence Microscopy Dataset and CBAM-Enhanced Hybrid Task Cascade for E. coli Instance Segmentation	14
Adaptive Semantic-Bit Communication for Extended Reality Interactions	14
Diffusion-Driven Pansharpening via Conditional Multi-Stage Fusion	14
Hybrid U-Net With ResNet Iris Segmentation Method for Occlusion by Eyelids and Eyelash in Iris Recognition	13
IEEE Signal Processing Society Information	13
List of Reviewers 2024	13
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	13
Are Discrete Units Necessary for Spoken Language Modeling?	13
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	13
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	13
IEEE Signal Processing Society Publication Information	13