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 2020-11-01 to 2024-11-01.)

Article	Citations
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	475
An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing	466
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	234
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	233
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	149
Self-Supervised Speech Representation Learning: A Review	132
Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	130
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	124
Nonlinear Transform Coding	105
RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization	97
4D Automotive Radar Sensing for Autonomous Vehicles: A Sparsity-Oriented Approach	96
Terahertz-Band Joint Ultra-Massive MIMO Radar-Communications: Model-Based and Model-Free Hybrid Beamforming	94
Automotive Radar Signal Processing: Research Directions and Practical Challenges	90
Private 5G Networks: Concepts, Architectures, and Research Landscape	87
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	83
Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model	78
Distributed Machine Learning for Multiuser Mobile Edge Computing Systems	76
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications	74
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	74
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	74
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	73
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	72
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	72
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	67
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	67

MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	66
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	65
Decentralized Federated Learning With Unreliable Communications	65
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation	64
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	61
Adaptive Deep Learning-Based Point Cloud Geometry Coding	59
Hybrid Beamforming Design for OFDM Dual-Function Radar-Communication System	59
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications	58
STAR-RISs: A Correlated T&R Phase-Shift Model and Practical Phase-Shift Configuration Strategies	56
Tensor Decompositions in Wireless Communications and MIMO Radar	55
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming	51
Adaptive and Fast Combined Waveform-Beamforming Design for MMWave Automotive Joint Communication-Radar	49
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	48
Joint Communication and Localization in Millimeter Wave Networks	46
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	45
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling	45
RIS-Enabled SISO Localization Under User Mobility and Spatial-Wideband Effects	45
FRNet: Feature Reconstruction Network for RGB-D Indoor Scene Parsing	44
LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing	43
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	43
A Novel NOMA Solution With RIS Partitioning	41
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering	40
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	40
Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network	37
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal	37
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	35
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability	35
Localization and Channel Reconstruction for Extra Large RIS-Assisted Massive MIMO Systems	35
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	34
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	34
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training	33
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace	33
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation	33
Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration	32
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	32
UAVs Assisted Intelligent Reflecting Surfaces SWIPT System With Statistical CSI	31
GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music	31
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	28
Improving Automatic Speech Recognition Performance for Low-Resource Languages With Self-Supervised Models	28
Beamforming and Transmit Power Design for Intelligent Reconfigurable Surface-Aided Secure Spatial Modulation	27
Throughput Maximization for IRS-Aided MIMO FD-WPCN With Non-Linear EH Model	27
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	26
High-Throughput Deep Unfolding Network for Compressive Sensing MRI	25
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks	25
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	24
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising	24
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network	24
Learning-Based Extended Object Tracking Using Hierarchical Truncation Measurement Model With Automotive Radar	23
Joint Doppler Frequency and Direction of Arrival Estimation for TDM MIMO Automotive Radars	23
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems	23

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification	23
Safeguarding NOMA Networks via Reconfigurable Dual-Functional Surface Under Imperfect CSI	23
Offset Learning Based Channel Estimation for Intelligent Reflecting Surface-Assisted Indoor Communication	23
Deep Griffin–Lim Iteration: Trainable Iterative Phase Reconstruction Using Neural Network	23
Generative AI-Empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaverses	22
Exploring Overcomplete Representations for Single Image Deraining Using CNNs	22
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing	22
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	20
Cognitive Opportunistic Navigation in Private Networks With 5G Signals and Beyond	20
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks	20
Multi-Scale Image Super-Resolution Via a Single Extendable Deep Network	19
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	19
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer	19
A Survey and an Extensive Evaluation of Popular Audio Declipping Methods	19
FMCW Radar Network: Multiple Access and Interference Mitigation	19
Intra-Frame Coding Using a Conditional Autoencoder	19
Block-Term Tensor Decomposition: Model Selection and Computation	18
Energy-Efficient Joint Wireless Charging and Computation Offloading in MEC Systems	18
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation	18
Degradation Aware Approach to Image Restoration Using Knowledge Distillation	18
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	18
Collaborative Intelligent Reflecting Surface Networks With Multi-Agent Reinforcement Learning	18
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	18
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink	17
Towards Overfitting Avoidance: Tuning-Free Tensor-Aided Multi-User Channel Estimation for 3D Massive MIMO Communications	17
Uncertainty-Aware Semantic Guidance and Estimation for Image Inpainting	17
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	17
Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-Identification	17
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	17
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings	17
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference	17
RIS-Aided Near-Field Localization and Channel Estimation for the Terahertz System	17
Wi-ATCN: Attentional Temporal Convolutional Network for Human Action Prediction Using WiFi Channel State Information	16
Tensor-Based Receiver for Joint Channel, Data, and Phase-Noise Estimation in MIMO-OFDM Systems	16
Generalized Superimposed Training Scheme in IRS-Assisted Cell-Free Massive MIMO Systems	16
Designing Tensor-Train Deep Neural Networks For Time-Varying MIMO Channel Estimation	16
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	16
Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion	15
Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding	15
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	15
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?	15
Tensor-Based Reinforcement Learning for Network Routing	15
Deep-Learning Supervised Snapshot Compressive Imaging Enabled by an End-to-End Adaptive Neural Network	15
Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition	15
Combining Tensor Slice and Singular Value for Blind Light Field Image Quality Assessment	14
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback	14
Sensing User's Channel and Location With Terahertz Extra-Large Reconfigurable Intelligent Surface Under Hybrid-Field Beam Squint Effect	14
A Deep Primal-Dual Proximal Network for Image Restoration	13
Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery	13
Dynamic L1-Norm Tucker Tensor Decomposition	13
Tensor Dropout for Robust Learning	13
Color Image Restoration Exploiting Inter-Channel Correlation With a 3-Stage CNN	13
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	13
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-Level Cross-Lingual Speech Representation	13
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	13
Adaptive Rank Selection for Tensor Ring Decomposition	12
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	12
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras	12
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	12
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	12
Are Discrete Units Necessary for Spoken Language Modeling?	12