OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal of Selected Topics in Signal Processing is 14. 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 2021-11-01 to 2025-11-01.)

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
SGNet: Sequence Grouping Network via Vision-Language Model for Text-Guided Video Summarization	129
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	129
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	127
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	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
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
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	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
Frontcover	70
A Novel NOMA Solution With RIS Partitioning	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
IEEE Signal Processing Society Information	41
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	41
The Hyperdimensional Transform: A Holographic Representation of Functions	41
Graph Neural Networks With Adaptive Structures	40
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
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	38
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach	37
Online Neyman-Pearson Classification With Hierarchically Represented Models	37
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
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
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
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	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
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	28
Table of Contents	28
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	27

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
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
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
Front Cover	23
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	23
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	22
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	22
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	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
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	19
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
Table of Contents	18
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	18
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
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
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
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
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
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
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
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