OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Journal on Selected Areas in Communications is 5. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Table of Contents	2473
IEEE Journal on Selected Areas in Communications Publication Information	609
IEEE Open Access Publishing	497
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks—Part II	470
Guest Editorial Special Issue on Antenna Array Enabled Space/Air/Ground Communications and Networking	314
Graph Neural Networks as an Enabler of Terahertz-Based Flow-Guided Nanoscale Localization Over Highly Erroneous Raw Data	280
Evolutionary Intrusion Detection Strategy Under Zero Trust Architecture	262
QFEVAL: Quantum Federated Ensembled Variational Adaptive Learning for Dynamic Security Assessment in Cyber-Physical Systems	246
Energy Efficiency for Massive MIMO Integrated Sensing and Communication Systems	236
Multidomain Adaptive Semantic Communications	233
Detecting Arbitrage on Ethereum Through Feature Fusion and Positive-Unlabeled Learning	229
Communication Efficient Quantum Secret Sharing via Extended CSS Codes	223
Scalable Dynamic Spectrum Access With IEEE 1900.5.2 Spectrum Consumption Models	210
Secure Quantum Communication With the Preservation of Optimal Measurements	210
Covert IRS-UAV Networks Empowered by Deep Reinforcement Learning	199
Collaborative Perception and Computing Offloading in 6G Air-Ground Integrated Networks	188
ISCom: Interest-Aware Semantic Communication Scheme for Point Cloud Video Streaming on Metaverse XR Devices	180
LLM Aided Spectrum-Sharing LEO Satellite Communications	176
Incentivizing Proof-of-Stake Blockchain for Secured Data Collection in UAV-Assisted IoT: A Multi-Agent Reinforcement Learning Approach	173
On Optimal Energy-Efficient Transmission Scheduling for Remote State Estimation	168
Digital Twin-Assisted URLLC-Enabled Task Offloading in Mobile Edge Network via Robust Combinatorial Optimization	168
A New Virtual Network Topology-Based Digital Twin for Spatial-Temporal Load-Balanced User Association in 6G HetNets	168
Semantic Communications for Wireless Sensing: RIS-Aided Encoding and Self-Supervised Decoding	167
Deep Learning-Aided Optical IM/DD OFDM Approaches the Throughput of RF-OFDM	167
A Novel MRR-UAV-Based Relay With Optical Network Coding: A Comparative Study With Optical IRS and Conventional UAV Relaying	166

Cooperative Sensing for 6G Mobile Cellular Networks: Feasibility, Performance, and Field Trial	165
Effective Throughput Maximization of NOMA With Practical Modulations	159
Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing	155
Meta-Scheduling Framework With Cooperative Learning Toward Beyond 5G	153
Interference Nulling Using Reconfigurable Intelligent Surface	150
Semantic Information Marketing in the Metaverse: A Learning-Based Contract Theory Framework	149
Shortest Path in LEO Satellite Constellation Networks: An Explicit Analytic Approach	140
SWIPT in Mixed Near- and Far-Field Channels: Joint Beam Scheduling and Power Allocation	137
Modeling and Analysis of MIMO Multipath Channels With Aerial Intelligent Reflecting Surface	136
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis	133
Generative Artificial Intelligence Assisted Wireless Sensing: Human Flow Detection in Practical Communication Environments	131
IEEE Journal on Selected Areas in Communications Publication Information	130
IEEE Communications Society Information	123
IEEE Networking Letters	123
IEEE Communications Society Information	123
IEEE Open Access Publishing	122
Table of Contents	121
Holographic Beamforming for Integrated Sensing and Communication with Mutual Coupling Effects	113
IEEE Journal on Selected Areas in Communications Publication Information	113
Physical Layer Anonymous Precoding Design: From the Perspective of Anonymity Entropy	113
Blockchain-Aware Rollbackable Data Access Control for IoT-Enabled Digital Twin	112
IEEE Journal on Selected Areas in Communications Publication Information	109
Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications	108
The Fifth Issue of the Series on Machine Learning in Communications and Networks	107
Alice-SLAM: Accurate and Lite-Communication Collaborative SLAM for Resource-Constrained Multi-Agent	107
Bayesian Over-the-Air Computation	105
Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication Systems	104
Task-Oriented Co-Design of Communication, Computing, and Control for Edge-Enabled Industrial Cyber-Physical Systems	104
Radio Resource Management for C-V2X: From a Hybrid Centralized-Distributed Scheme to a Distributed Scheme	104
Blockchain Based Offloading Strategy: Incentive, Effectiveness and Security	102
On Precoding for Optical Wireless MISO Broadcasting—An Information Theoretic Perspective	101
Joint Communication and Computation Offloading for Ultra-Reliable and Low-Latency With Multi-Tier Computing	100
Low-Latency vs High-Precision: LAM-based Cross-Modal Semantic Communication for Emergency Response	99
The Energy Cost of Artificial Intelligence Lifecycle in Communication Networks	99
Faster-Than-Nyquist Asynchronous NOMA Outperforms Synchronous NOMA	98
Path-Based Graph Neural Network for Robust and Resilient Routing in Distributed Traffic Engineering	98
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning	98
REDP: Reliable Entanglement Distribution Protocol Design for Large-Scale Quantum Networks	98
Beamforming-Enabled Covert Communications for Multi-Position Warden	97
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design	97
Simultaneous Localization and Communications With Massive MIMO-OTFS	95
Signal Processing-Based Deep Learning for Blind Symbol Decoding and Modulation Classification	94
Counterfactual Quantum Byzantine Consensus for Human-Centric Metaverse	94
LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links	92
Semantic Satellite Communications Based on Generative Foundation Model	91
Joint Service Deployment and Task Scheduling for Satellite Edge Computing: A Two-Timescale Hierarchical Approach	91
Distributed Large Models Training Optimization with Real-Time Wireless Channel Feedback	90
Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction	90
Intelligent Task Offloading and Resource Allocation in Digital Twin Based Aerial Computing Networks	90
Joint Transmit and Receive Beamforming Design in Full-Duplex Integrated Sensing and Communications	87

On a Hierarchical Content Caching and Asynchronous Updating Scheme for Non-Terrestrial Network-Assisted Connected Automated Vehicles	87
Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data	87
Vision-Aided Positioning and Beam Focusing for 6G Terahertz Communications	86
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach	86
Cooperative Multi-Satellite and Multi-RIS Beamforming: Enhancing LEO SatCom and Mitigating LEO-GEO Intersystem Interference	86
Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G	85
IEEE Open Access Publishing	83
IEEE Communications Society Information	83
Table of Contents	83
Guest Editorial: Co-Design of Communication, Computing, and Control in Industrial Cyber-Physical Systems—Part I	82
“Iridescent” Reflective Tags to Enable Radar-based Orientation Estimation	82
Accelerated Gradient Descent Learning Over Multiple Access Fading Channels	82
IEEE Communications Society Information	82
IEEE Communications Society Information	82
Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks	81
Table of Contents	81
Cost-Efficient End-Edge-Cloud Collaboration for Real-Time Multi-Task Video Analytics	79
Performance Analysis of Fluid Antenna System Aided OTFS Satellite Communications	79
Multiuser Association and Localization Over Doubly Dispersive Multipath Channels for Integrated Sensing and Communications	79
Distributed Covert Leader Election for Private and Robust Communications in Open Wireless Networks	78
TechRxiv: Share Your Preprint Research with the World!	77
Reconfigurable Electromagnetic Environments: A General Framework	77
Employing Weak-Field Homodyne Detection for Optical Communications	77
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach	76
RWZC: A Model-Driven Approach for Learning-Based Robust Wyner-Ziv Coding	75
Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications	75
Channel-Optimized Strategic Quantization	75
Split Learning in Computer Vision for Semantic Segmentation Delay Minimization	73
Knowledge-Aware Privacy-Preserving Model Customization in Zero-Trust Federated Learning Model Marketplaces	73
Optimal Rate-Distortion-Leakage Tradeoff for Single-Server Information Retrieval	73
A Computationally Efficient EK-PMBM Filter for Bistatic mmWave Radio SLAM	72
Robust Covert ISAC: A Collaborative Sensing and Communication Approach Against Mobile Warden	72
System-Level Analysis of Joint Sensing and Communication Based on 5G New Radio	71
Localization With Cellular Signal RSRP Fingerprint of Multiband and Multicell	71
Multi-Frequency Access for Magnetic Induction-Based SWIPT	70
Resource Allocation in Heterogeneously-Distributed Joint Radar-Communications Under Asynchronous Bayesian Tracking Framework	70
Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoT	70
A Precoding Approach for Dual-Functional Radar-Communication System With One-Bit DACs	69
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains	69
FAS-LLM: Large Language Model–Based Channel Prediction for OTFS-Enabled Satellite–FAS Links	69
Prompt-Enabled Large AI Models for CSI Feedback	69
Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning	68
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching	68
Improved Grant-Free Access for URLLC via Multi-Tier-Driven Computing: Network-Load Learning, Prediction, and Resource Allocation	68
Optimal Phase Shift Design for Fair Allocation in RIS-Aided Uplink Network Using Statistical CSI	68
Latency Optimal Traffic-to-Link Allocation for MLO/SLO Coexistence in Wi-Fi 7	67
Deep Reinforcement Learning Based Computation Offloading and Trajectory Planning for Multi-UAV Cooperative Target Search	67
Distributed Boosting Classification Over Noisy Communication Channels	67
Graph Transformer for Tri-Beamforming in Pinching Antenna Systems (PASS)	67
Federated Anomaly Analytics for Local Model Poisoning Attack	66
Modeling Interference From Millimeter Wave and Terahertz Bands Cross-Links in Low Earth Orbit Satellite Networks for 6G and Beyond	66
Over-the-Air Split Machine Learning in Wireless MIMO Networks	66
Blockchain-Enabled Decentralized Services and Networks: Assessing Roles and Impacts	65
Image Semantic Communication with Quadtree Partition-based Coding	65
A Framework for Energy Efficiency Optimization in IRS-Aided Hybrid MU-MIMO Systems	64
Enhancing Resilience in Mobile Edge Computing Under Processing Uncertainty	64
Management of Digital Twin-Driven IoT Using Federated Learning	64
Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks	64
Digital Twin-Driven Intelligent Task Offloading for Collaborative Mobile Edge Computing	64
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks	63
IEEE Open Access Publishing	63
Underwater Pollution Tracking Based on Software-Defined Multi-Tier Edge Computing in 6G-Based Underwater Wireless Networks	63
IEEE Journal on Selected Areas in Communications Publication Information	63
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework	63
IEEE Open Access Publishing	63
Table of Contents	62
Guest Editorial Communication-Efficient Distributed Learning Over Networks	62
Table of Contents	62
Holographic Communications Enabled by Fluid RIS: Holographic Parameter Reconstruction and Beamforming	62
Guest Editorial: Introduction to the Special Issue on Electromagnetic Signal and Information Theory for Communications	62
Wide-Sense Nonblocking Conditions for Flex-Grid OXC-Clos Networks	62
An Information-Theoretic Comparison Between Coherent and IM/DD Transmissions for Free Space Optical Communications	62
IEEE Communications Society Information	62
Graph Neural Network Aided MU-MIMO Detectors	61
MaLAM4Com: Multi-Agent Cooperative Large AI Models for Wireless Communications	61
Revocable and Unbounded Attribute-Based Encryption Scheme With Adaptive Security for Integrating Digital Twins in Internet of Things	61
A Blockchain-Based Multi-Users Oblivious Data Sharing Scheme for Digital Twin System in Industrial Internet of Things	61
Profiling- and Learning-Based Co-Design of Communication and Compute in Scalable Robotics	61
Soft Demapping of Spherical Codes From Cartesian Powers of PAM Constellations	60
Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication	60

A DL-Based High-Precision Positioning Method in Challenging Urban Scenarios for B5G CCUAVs	60
Covert Performance of Bidirectional Air-Water Cross-Boundary Optical Wireless Communication Systems	58
Clutter Suppression, Time-Frequency Synchronization, and Sensing Parameter Association in Asynchronous Perceptive Vehicular Networks	57
Pattern-Division Multiplexing for Multi-User Continuous-Aperture MIMO	57
NOMA-Based Multi-Cell VLC Systems With Optical Intelligent Reflecting Surface: Resource Allocation for Energy Efficiency Maximization	57
Reconstructing Human Pose From Inertial Measurements: A Generative Model-Based Compressive Sensing Approach	57
O-M³: Real-Time Multi-Cell MIMO Scheduling in 5G O-RAN	57
Environment Semantics Aided Wireless Communications: A Case Study of mmWave Beam Prediction and Blockage Prediction	56
Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications	56
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications	55
IEEE Journal on Selected Areas in Communications	55
Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach	55
Introducing IEEE Collabratec	55
Near-Field Integrated Sensing and Communications for Secure UAV Networks	55
IEEE Communications Society Information	55
Table of Contents	54
IEEE Journal on Selected Areas in Communications Publication Information	53
Table of Contents	53
IEEE Communications Society Information	53
IEEE Journal on Selected Areas in Communications	53
Table of Contents	53
Cooperative Localization for Multi-Agents Based on Reinforcement Learning Compensated Filter	52
Guest Editorial Digital Twins for Mobile Networks—Part I	52
Asynchronous Federated Learning in UAV Swarms for Real-Time Image Recognition	51
Fluid Antenna Systems: Redefining Reconfigurable Wireless Communications	50
SeCo4: Co-Design of Sensing, Communication, and Computing for Intelligent Control in Industrial Cyber-Physical Systems	50
RRO: A Regularized Routing Optimization Algorithm for Enhanced Throughput and Low Latency With Efficient Complexity	50
Blockage Intelligence in Complex Environments for Beyond 5G Localization	49
Symbol-Level Precoding for Integrated Sensing and Covert Communication	49
Collaborative and Verifiable VNF Management for Metaverse With Efficient Modular Designs	49
Holographic Joint Communications and Sensing With Cramér-Rao Bounds	49
Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks	49
3DGS-enabled High-fidelity Low-cost Immersive Static 3D Video Streaming	48
Enhancing Federated Feature Selection Through Synthetic Data and Zero Trust Integration	48
Active Sensing for Communications by Learning	47
Transformer-Based Distributed Task Offloading and Resource Management in Cloud-Edge Computing Networks	47
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications	47
Joint Communication and Bio-Sensing With Plasmonic Nano-Systems to Prevent the Spread of Infectious Diseases in the Internet of Nano-Bio Things	47
Waveform Design for Simultaneous MIMO Radar Sensing and Multi-User Communication	47
Graphic Deep Reinforcement Learning for Dynamic Resource Allocation in Space-Air-Ground Integrated Networks	46
User-Centric Flexible Resource Management Framework for LEO Satellites With Fully Regenerative Payload	45
Prior Information Aided Deep Learning Method for Grant-Free NOMA in mMTC	45
Wireless Communications With Space–Time Modulated Metasurfaces	45
Outage and DMT Analysis of Partition-Based Schemes for RIS-Aided MIMO Fading Channels	45
Diversity Enabled Low-Latency Wireless Communications With Hard Delay Constraints	45
LEO- and RIS-Empowered User Tracking: A Riemannian Manifold Approach	45
Blockchain-Based Trusted Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN): A Federated Reinforcement Learning Approach	44
Traffic-Aware Lightweight Hierarchical Offloading Toward Adaptive Slicing-Enabled SAGIN	44
Task Offloading With Multi-Tier Computing Resources in Next Generation Wireless Networks	44
Lossless Decoupling Networks for RF Self-Interference Cancellation in MIMO Full-Duplex Transceivers	44
Pilot-Based Unsourced Random Access With a Massive MIMO Receiver, Interference Cancellation, and Power Control	44
AI-Powered Digital Twins for Robotic Control in 5G-Enabled Industrial Automation	44
Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach	43
Joint Activity and Blind Information Detection for UAV-Assisted Massive IoT Access	43
Multi-Functional Time Expanded Graph: A Unified Graph Model for Communication, Storage, and Computation for Dynamic Networks Over Time	43
Communication-Efficient Distributed Learning: An Overview	43
IEEE Open Access Publishing	42
IEEE Journal on Selected Areas in Communications	42
Guest Editorial: Special Issue on Next Generation Advanced Transceiver Technologies—Part I	42
Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and Networks	41
IEEE Communications Society Information	41
Guest Editorial Multi-Tier Computing for Next Generation Wireless Networks—Part I	40
Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse	40
Guest Editorial: Integrated Ground-Air-Space Wireless Networks for 6G Mobile—Part II	40
Customized OTFS Pulse Compression and Waveform Optimization for Enhancing Target Sensing in ISAC Systems	40
IEEE Journal on Selected Areas in Communications Publication Information	40
IEEE Journal on Selected Areas in Communications Publication Information	40
Fundamental Privacy Limits in Bipartite Networks Under Active Attacks	40
A Hybrid Model/Data-Driven Solution to Channel, Position and Orientation Tracking in mmWave Vehicular Systems	40
Cross-Layer Management Framework for Enhancing XR-Based System Security in Zero-Trust Wireless Communications	39
Practical Iterative Quantum Consensus Protocol With Sharding Construction	39
A Hierarchical Incentive Design Toward Motivating Participation in Coded Federated Learning	38
Decimeter-Level Indoor Localization Using WiFi Round-Trip Phase and Factor Graph Optimization	38
Exploring Accurate Monitoring for Massive IIoT: A Digital Twin-Enabled Hierarchical Scheme	38
Low Complexity Joint Impairment Mitigation of I/Q Modulator and PA Using Neural Networks	38
Large Generative Model-assisted Talking-face Semantic Communication System	38
Implementation of a Cell-Free RAN System With Distributed Cooperative Transceivers Under ORAN Architecture	37
Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction	37
FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	37
Guest Editorial: The Future of Wi-Fi and Wireless Technologies in Unlicensed Spectra	37
Joint Radar Sensing, Location, and Communication Resources Optimization in 6G Network	37
An Adaptive and Modular Blockchain Enabled Architecture for a Decentralized Metaverse	37
Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals	36
Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse	36
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training	36
Transmission Latency Minimization in Full-Duplex Relaying Network Operating With Finite Blocklength Codes	36
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization	36
GNN-Based Power Allocation and User Association in Digital Twin Network for the Terahertz Band	36
Channel Measurement, Modeling, and Performance Evaluation for Terahertz Fluid Antenna Systems	36
Goal-Oriented Interference Coordination in 6G In-Factory Subnetworks	36
6G Air-to-Ground Connectivity: A Codebook-Based Framework for Interference Management	36
Cell-Free Massive MIMO-OFDM for High-Speed Train Communications	35
R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications	35
SoundSpring: Loss-Resilient Audio Transceiver With Dual-Functional Masked Language Modeling	35
AFDM-Enabled Integrated Sensing and Communication: Theoretical Framework and Pilot Design	34