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 2021-05-01 to 2025-05-01.)

Article	Citations
IEEE Signal Processing Society	734
Integration of 6G Signal Processing, Communication, and Computing Based on Information Timeliness-Aware Digital Twin	647
Corrections to “Energy Efficiency of Mmwave Massive MIMO Precoding With Low-Resolution DACs”	429
A Robust Robot Perception Framework for Complex Environments Using Multiple mmWave Radars	363
Transferability of coVariance Neural Networks	212
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs	186
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	185
Learning-Based Intermittent CSI Estimation With Adaptive Intervals in Integrated Sensing and Communication Systems	139
Editorial Introduction to the Special Issue on Learning-Based Signal Processing for Integrated Sensing and Communications	128
Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement	126
IEEE Signal Processing Society Information	122
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	117
2023 Index IEEE Journal of Selected Topics in Signal Processing Vol. 17	115
Complex-Valued Autoencoder-based Neural Data Compression for SAR Raw Data	106
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	106
Searching Parameterized Retrieval & Verification Loss for Re-Identification	104
Intelligent Reflecting Surface Aided Multi-Tier Hybrid Computing	104
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	99
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method	98
Table of Contents	97
Table of Contents	95
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications	92
A Novel NOMA Solution With RIS Partitioning	92
Covert Wireless Communications for Augmented Reality Systems With Dual Cooperative UAVs	91
Automatic Spoken Language Acquisition Based on Observation and Dialogue	87

Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation	86
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment	85
Improved Alias-and-Separate Speech Coding Framework With Minimal Algorithmic Delay	80
Communication-Efficient Decentralized Subspace Estimation	77
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	75
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach	72
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	71
Frontcover	70
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	67
Canny Enhanced High-Resolution Neural Network for Satellite Image Based Land Cover Classification and Its Application in Wireless Channel Simulations	63
A Two-Stage Audio-Visual Speech Separation Method Without Visual Signals for Testing and Tuples Loss With Dynamic Margin	58
Energy Efficiency Optimization of IRS and UAV-Assisted Wireless Powered Edge Networks	58
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing	58
Table of Contents	57
Frontcover	56
IEEE Signal Processing Society Information	56
IEEE Signal Processing Society	54
Front Cover	51
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	48
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	46
Cooperative Robotics Visible Light Positioning: An Intelligent Compressed Sensing and GAN-Enabled Framework	46
Parallel and Memory-Efficient Distributed Edge Learning in B5G IoT Networks	42
Multi-Frequency Spherical Near-Field Antenna Measurements Using Compressive Sensing	41
IEEE Signal Processing Society Information	41
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	41
IEEE Signal Processing Society Information	39
Editorial Introduction for the Special Series (Part I) on AI in Signal & Data Science - Toward Explainable, Reliable, and Sustainable Machine Learning	39
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models	39
Online Neyman-Pearson Classification with Hierarchically Represented Models	38
Automotive Squint-Forward-Looking SAR: High Resolution and Early Warning	38
The Hyperdimensional Transform: A Holographic Representation of Functions	37
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation	36
Graph Neural Networks With Adaptive Structures	36
Wireless Federated Learning With Hybrid Local and Centralized Training: A Latency Minimization Design	35
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data	35
A Quality-of-Experience Database for Adaptive Omnidirectional Video Streaming	34
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
Super-Resolution in Automotive Pulse Radars	33
Editorial Introduction to the Special Issue Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN)	33
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	32
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees	30
Dancing with Chains: Spaceborne Distributed Multi-User Detection under Inter-Satellite Link Constraints	30
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	29
MIMO-Based Indoor Localisation with Hybrid Neural Networks: Leveraging Synthetic Images from Tidy Data for Enhanced Deep Learning	29
Decentralized Federated Learning With Unreliable Communications	29
Front Cover	29
Communication-Efficient Federated Learning via Predictive Coding	29
Measuring the Consistency and Diversity of 3D Face Generation	27
Editorial: Introduction to the Issue on Joint Communication and Radar Sensing for Emerging Applications	27

MDCTNet: A Hybrid Approach to Neural Audio Coding	26
Widely Distributed Radar Imaging: Unmediated ADMM Based Approach	25
Simultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications	25
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	25
Designed Dithering Sign Activation for Binary Neural Networks	25
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	24
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	24
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	23
EyeDrive: A Deep Learning Model for Continuous Driver Authentication	23
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	23
DeepAdaIn-Net: Deep Adaptive Device-Edge Collaborative Inference for Augmented Reality	22
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	20
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	20
Front Cover	19
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	19
Distributed Learning With Sparsified Gradient Differences	18
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	18
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	17
IEEE Signal Processing Society Information	17
IEEE Signal Processing Society Information	17
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	17
Table of Contents	17
Front Cover	17
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	16
Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach	16
Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs	16
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	16
IEEE Signal Processing Society Publication Information	16
Distributed Digital Twin Migration in Multi-Tier Computing Systems	16
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis	16
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	15
Virtual Antenna Array for W-Band Channel Sounding: Design, Implementation, and Experimental Validation	15
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	15
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	15
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	15
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality	15
Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design	14
Self-Supervised Speech Representation Learning: A Review	14
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids	14
Table of Contents	14
Adaptive Semantic-Bit Communication for Extended Reality Interactions	14
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S.	14
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment	13
Are Discrete Units Necessary for Spoken Language Modeling?	13
Object Trajectory Estimation With Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi	13
IEEE Signal Processing Society	13
Model-Based Online Learning for Active ISAC Waveform Optimization	13
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition	13
Table of Contents	13
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	12
An Adaptive Image Thresholding Algorithm Using Fuzzy Logic for Autonomous Underwater Vehicle Navigation	12
IEEE Signal Processing Society Information	12
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	12
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	12
Beam-Sweeping Design for mmWave Massive Grant-Free Transmission	12
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation	12
[Front cover]	12
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration	12