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 2021-06-01 to 2025-06-01.)

Article	Citations
IEEE Signal Processing Society	767
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	679
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	452
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	372
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	219
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	194
IEEE Signal Processing Society Information	191
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	142
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	131
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	129
Transferability of coVariance Neural Networks	126
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems	121
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	120
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data	110
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	110
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	109
Searching Parameterized Retrieval & Verification Loss for Re-Identification	108
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	103
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	101
Table of Contents	99
Table of Contents	98
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	96
A Novel NOMA Solution With RIS Partitioning	94
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	91
Automatic Spoken Language Acquisition Based on Observation and Dialogue	91

Communication-Efficient Decentralized Subspace Estimation	89
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach	87
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	85
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	79
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	77
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	77
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	75
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	74
Frontcover	68
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	66
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	62
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	61
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	60
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	60
Table of Contents	59
IEEE Signal Processing Society Information	58
Frontcover	58
IEEE Signal Processing Society	57
Front Cover	53
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	50
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	49
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	48
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	44
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	44
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	43
IEEE Signal Processing Society Information	43
IEEE Signal Processing Society Information	42
Automotive Squint-Forward-Looking SAR: High Resolution and Early Warning	39
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	39
The Hyperdimensional Transform: A Holographic Representation of Functions	38
Graph Neural Networks With Adaptive Structures	38
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	38
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach	36
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	36
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	35
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	35
Online Neyman-Pearson Classification With Hierarchically Represented Models	35
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies	34
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era	34
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	33
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	33
Super-Resolution in Automotive Pulse Radars	33
Table of Contents	31
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning	31
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	30
Communication-Efficient Federated Learning via Predictive Coding	30
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	30
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	30
Decentralized Federated Learning With Unreliable Communications	29
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints	29

Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	28
Front Cover	28
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	26
MDCTNet: A Hybrid Approach to Neural Audio Coding	26
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	26
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	26
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	26
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	25
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	24
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	23
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	23
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	22
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	21
Designed Dithering Sign Activation for Binary Neural Networks	20
Measuring the Consistency and Diversity of 3D Face Generation	20
Front Cover	19
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	19
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	19
IEEE Signal Processing Society Information	18
Distributed Learning With Sparsified Gradient Differences	18
Table of Contents	18
Front Cover	18
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	18
IEEE Signal Processing Society Information	17
Reconstruct the Pruned Model Without Retraining	17
Distributed Digital Twin Migration in Multi-Tier Computing Systems	17
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	16
IEEE Signal Processing Society Publication Information	16
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	16
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	16
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	16
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	16
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	16
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	16
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	16
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	16
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	15
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	15
Table of Contents	15
Self-Supervised Speech Representation Learning: A Review	15
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	15
Table of Contents	15
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	15
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	15
IEEE Signal Processing Society	15
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	14
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	14
Model-Based Online Learning for Active ISAC Waveform Optimization	14
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	14
Are Discrete Units Necessary for Spoken Language Modeling?	14
IEEE Signal Processing Society Information	13
[Front cover]	13
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	13
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	13
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	13
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	13
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	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
IEEE Signal Processing Society Publication Information	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	12
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	12
List of Reviewers 2024	12
Interpretable Deep Image Classification Using Rationally Inattentive Utility Maximization	12