OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Signal Processing is 42. 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 2020-05-01 to 2024-05-01.)

Article	Citations
An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing	357
Media Forensics and DeepFakes: An Overview	334
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	303
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	149
Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network	139
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	137
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	118
Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	105
Optimization-Inspired Compact Deep Compressive Sensing	101
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection	91
Self-Supervised Speech Representation Learning: A Review	87
Recurrent Convolutional Structures for Audio Spoof and Video Deepfake Detection	84
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	84
Nonlinear Transform Coding	82
RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization	79
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks	79
Terahertz-Band Joint Ultra-Massive MIMO Radar-Communications: Model-Based and Model-Free Hybrid Beamforming	77
4D Automotive Radar Sensing for Autonomous Vehicles: A Sparsity-Oriented Approach	76
Automotive Radar Signal Processing: Research Directions and Practical Challenges	71
Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model	66
Private 5G Networks: Concepts, Architectures, and Research Landscape	66
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth	64
Distributed Machine Learning for Multiuser Mobile Edge Computing Systems	60
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	60
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	59

DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks	59
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	57
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	56
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	56
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation	55
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	55
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	53
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction	53
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms	53
Adaptive Deep Learning-Based Point Cloud Geometry Coding	52
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	51
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications	49
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	48
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming	47
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications	46
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	45
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning	45
Tensor Decompositions in Wireless Communications and MIMO Radar	42
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect	42
Universal Deep Neural Network Compression	42