OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Journal on Selected Areas in Communications is 26. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Table of Contents	708
IEEE Journal on Selected Areas in Communications Publication Information	414
IEEE Open Access Publishing	404
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks—Part II	394
Guest Editorial Special Issue on Antenna Array Enabled Space/Air/Ground Communications and Networking	354
Evolutionary Intrusion Detection Strategy Under Zero Trust Architecture	345
Communication Efficient Quantum Secret Sharing via Extended CSS Codes	323
On Optimal Energy-Efficient Transmission Scheduling for Remote State Estimation	314
Meta-Scheduling Framework With Cooperative Learning Toward Beyond 5G	285
A New Virtual Network Topology-Based Digital Twin for Spatial-Temporal Load-Balanced User Association in 6G HetNets	268
Multidomain Adaptive Semantic Communications	255
Modeling and Analysis of MIMO Multipath Channels With Aerial Intelligent Reflecting Surface	254
Outsmarting the Smart: Intelligent Jamming Strategies Against AI-Empowered Anti-Jamming Frameworks	254
Semantic Information Marketing in the Metaverse: A Learning-Based Contract Theory Framework	243
Detecting Arbitrage on Ethereum Through Feature Fusion and Positive-Unlabeled Learning	242
Scalable Dynamic Spectrum Access With IEEE 1900.5.2 Spectrum Consumption Models	234
Cooperative Sensing for 6G Mobile Cellular Networks: Feasibility, Performance, and Field Trial	222
Hybrid Bit and Semantic Communications for UAV-Enabled Wireless Power Transfer Networks: A Decision-Assisted Deep Reinforcement Learning Approach	212
Collaborative Perception and Computing Offloading in 6G Air-Ground Integrated Networks	205
Incentivizing Proof-of-Stake Blockchain for Secured Data Collection in UAV-Assisted IoT: A Multi-Agent Reinforcement Learning Approach	201
Digital Twin-Assisted URLLC-Enabled Task Offloading in Mobile Edge Network via Robust Combinatorial Optimization	201
ISCom: Interest-Aware Semantic Communication Scheme for Point Cloud Video Streaming on Metaverse XR Devices	199
Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing	185
A Novel MRR-UAV-Based Relay With Optical Network Coding: A Comparative Study With Optical IRS and Conventional UAV Relaying	182
Secure Quantum Communication With the Preservation of Optimal Measurements	181

SWIPT in Mixed Near- and Far-Field Channels: Joint Beam Scheduling and Power Allocation	181
Shortest Path in LEO Satellite Constellation Networks: An Explicit Analytic Approach	179
Generative Artificial Intelligence Assisted Wireless Sensing: Human Flow Detection in Practical Communication Environments	168
Semantic Communications for Wireless Sensing: RIS-Aided Encoding and Self-Supervised Decoding	163
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis	163
Covert IRS-UAV Networks Empowered by Deep Reinforcement Learning	150
QFEVAL: Quantum Federated Ensembled Variational Adaptive Learning for Dynamic Security Assessment in Cyber-Physical Systems	147
Energy Efficiency for Massive MIMO Integrated Sensing and Communication Systems	146
LLM-Aided Spectrum-Sharing LEO Satellite Communications	145
Graph Neural Networks as an Enabler of Terahertz-Based Flow-Guided Nanoscale Localization Over Highly Erroneous Raw Data	143
IEEE Journal on Selected Areas in Communications Publication Information	142
IEEE Networking Letters	141
IEEE Communications Society Information	139
IEEE Open Access Publishing	137
Table of Contents	135
IEEE Journal on Selected Areas in Communications Publication Information	135
Low-Latency Versus High-Precision: LAM-Based Cross-Modal Semantic Communication for Emergency Response	132
Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication Systems	129
IEEE Journal on Selected Areas in Communications Publication Information	128
The Fifth Issue of the Series on Machine Learning in Communications and Networks	127
IEEE Journal on Selected Areas in Communications Publication Information	126
On Precoding for Optical Wireless MISO Broadcasting—An Information Theoretic Perspective	125
Blockchain-Aware Rollbackable Data Access Control for IoT-Enabled Digital Twin	125
Unified Packet Compression and Model Adaptation for Integrated Sensing and Multi-Modal Communications	124
Dual-Security-Assured Computation Offloading for ISCC LEO Satellite-Enabled Space–Air–Ground Networks	124
Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data	122
Beamforming-Enabled Covert Communications for Multi-Position Warden	122
Physical Layer Anonymous Precoding Design: From the Perspective of Anonymity Entropy	122
REDP: Reliable Entanglement Distribution Protocol Design for Large-Scale Quantum Networks	121
Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning	121
Blockchain Based Offloading Strategy: Incentive, Effectiveness and Security	119
Distributed Large Models Training Optimization With Real-Time Wireless Channel Feedback	118
Counterfactual Quantum Byzantine Consensus for Human-Centric Metaverse	117
Radio Resource Management for C-V2X: From a Hybrid Centralized-Distributed Scheme to a Distributed Scheme	117
Cooperative Multi-Satellite and Multi-RIS Beamforming: Enhancing LEO SatCom and Mitigating LEO-GEO Intersystem Interference	116
Interference Free Multi-User Coded ISAC With Physical Layer Security	116
Distributionally Robust Wireless Semantic Communication With Large AI Models	116
Holographic Beamforming for Integrated Sensing and Communication With Mutual Coupling Effects	113
Joint Service Deployment and Task Scheduling for Satellite Edge Computing: A Two-Timescale Hierarchical Approach	112
LLM-Guided DRL for Multi-Tier LEO Satellite Networks With Hybrid FSO/RF Links	111
On a Hierarchical Content Caching and Asynchronous Updating Scheme for Non-Terrestrial Network-Assisted Connected Automated Vehicles	108
Semantic Satellite Communications Based on Generative Foundation Model	107
Vision-Aided Positioning and Beam Focusing for 6G Terahertz Communications	106
Alice-SLAM: Accurate and Lite-Communication Collaborative SLAM for Resource-Constrained Multi-Agent	103
Bayesian Over-the-Air Computation	103
Simultaneous Localization and Communications With Massive MIMO-OTFS	103
Adaptive Coded Modulation Assisted ISAC Based AFDM Communication In SAGIN Networks	103
Task-Oriented Co-Design of Communication, Computing, and Control for Edge-Enabled Industrial Cyber-Physical Systems	101
The Energy Cost of Artificial Intelligence Lifecycle in Communication Networks	101
Rate Optimization for Integrated Energy-Harvesting, Sensing, and Covert Communication Systems	100

Joint Communication and Computation Offloading for Ultra-Reliable and Low-Latency With Multi-Tier Computing	100
Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design	100
Joint Transmit and Receive Beamforming Design in Full-Duplex Integrated Sensing and Communications	99
Intelligent Task Offloading and Resource Allocation in Digital Twin Based Aerial Computing Networks	99
Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G	98
Path-Based Graph Neural Network for Robust and Resilient Routing in Distributed Traffic Engineering	98
IEEE Communications Society Information	97
IEEE Open Access Publishing	97
Table of Contents	97
IEEE Communications Society Information	96
Guest Editorial: Co-Design of Communication, Computing, and Control in Industrial Cyber-Physical Systems—Part I	95
Performance Analysis of Fluid Antenna System Aided OTFS Satellite Communications	94
Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoT	92
Split Learning in Computer Vision for Semantic Segmentation Delay Minimization	92
A Framework for Energy Efficiency Optimization in IRS-Aided Hybrid MU-MIMO Systems	91
Channel-Optimized Strategic Quantization	91
Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications	90
Enhancing Resilience in Mobile Edge Computing Under Processing Uncertainty	90
Guest Editorial: Special Issue on Recent Advances in Integrated Sensing and Communications—Part II	87
“Iridescent” Reflective Tags to Enable Radar-Based Orientation Estimation	87
Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks	87
RWZC: A Model-Driven Approach for Learning-Based Robust Wyner-Ziv Coding	86
TechRxiv: Share Your Preprint Research with the World!	85
Guest Editorial: Special Issue on Key Technologies Towards Standardization of 6G and NextG	85
IEEE Communications Society Information	84
Cost-Efficient End-Edge-Cloud Collaboration for Real-Time Multi-Task Video Analytics	84
Knowledge-Aware Privacy-Preserving Model Customization in Zero-Trust Federated Learning Model Marketplaces	83
Distributed Boosting Classification Over Noisy Communication Channels	83
Optimal Phase Shift Design for Fair Allocation in RIS-Aided Uplink Network Using Statistical CSI	81
Distributed Covert Leader Election for Private and Robust Communications in Open Wireless Networks	81
Reconfigurable Electromagnetic Environments: A General Framework	81
LAWNs Meet SWIPT: Beamforming and Power Splitting Optimization for Predictive Control	81
Pioneering Scalable Prototype for Mid-Band XL-MIMO Systems: Design and Implementation	80
Enable Scalable and Secure ISAC-WPT in Wireless Scenarios	80
Improved Grant-Free Access for URLLC via Multi-Tier-Driven Computing: Network-Load Learning, Prediction, and Resource Allocation	79
Latency Optimal Traffic-to-Link Allocation for MLO/SLO Coexistence in Wi-Fi 7	78
Prompt-Enabled Large AI Models for CSI Feedback	78
Image Semantic Communication With Quadtree Partition-Based Coding	77
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains	77
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework	77
Multiuser Association and Localization Over Doubly Dispersive Multipath Channels for Integrated Sensing and Communications	77
Blockchain-Enabled Decentralized Services and Networks: Assessing Roles and Impacts	77
FAS-LLM: Large Language Model-Based Channel Prediction for OTFS-Enabled Satellite-FAS Links	76
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach	75
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks	75
Deep Reinforcement Learning Based Computation Offloading and Trajectory Planning for Multi-UAV Cooperative Target Search	74
Digital Twin-Driven Intelligent Task Offloading for Collaborative Mobile Edge Computing	74
Graph Transformer for Tri-Beamforming in Pinching Antenna Systems (PASS)	73
Management of Digital Twin-Driven IoT Using Federated Learning	73
Robust Covert ISAC: A Collaborative Sensing and Communication Approach Against Mobile Warden	73
Over-the-Air Split Machine Learning in Wireless MIMO Networks	71
Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning	70
Modeling Interference From Millimeter Wave and Terahertz Bands Cross-Links in Low Earth Orbit Satellite Networks for 6G and Beyond	69
Underwater Pollution Tracking Based on Software-Defined Multi-Tier Edge Computing in 6G-Based Underwater Wireless Networks	68
A Secure Full-Duplex Wireless Circulator Enabled by Non-Reciprocal Beyond-Diagonal RIS	68
Employing Weak-Field Homodyne Detection for Optical Communications	68
Localization With Cellular Signal RSRP Fingerprint of Multiband and Multicell	68
Blockchain-Enabled Routing for Zero-Trust Low-Altitude Intelligent Networks	67
Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks	67
IEEE Open Access Publishing	67
GNN-Based Secrecy Rate Optimization in Multi-Satellite Collaborative Systems	67
IEEE Journal on Selected Areas in Communications Publication Information	66
IEEE Open Access Publishing	66
IEEE Communications Society Information	65
Guest Editorial Communication-Efficient Distributed Learning Over Networks	65
Table of Contents	65
Guest Editorial: Introduction to the Special Issue on Electromagnetic Signal and Information Theory for Communications	65
Profiling- and Learning-Based Co-Design of Communication and Compute in Scalable Robotics	64
Table of Contents	63
Soft Demapping of Spherical Codes From Cartesian Powers of PAM Constellations	63
Holographic Communications Enabled by Fluid RIS: Holographic Parameter Reconstruction and Beamforming	62
MaLAM4Com: Multi-Agent Cooperative Large AI Models for Wireless Communications	62
Covert Performance of Bidirectional Air–Water Cross-Boundary Optical Wireless Communication Systems	62
A Blockchain-Based Multi-Users Oblivious Data Sharing Scheme for Digital Twin System in Industrial Internet of Things	61
Generalized Signal Design for RF and Optical SWIPT in Space–Air–Ground Integrated Networks	61
An Information-Theoretic Comparison Between Coherent and IM/DD Transmissions for Free Space Optical Communications	61
Wide-Sense Nonblocking Conditions for Flex-Grid OXC-Clos Networks	61
Clutter Suppression, Time-Frequency Synchronization, and Sensing Parameter Association in Asynchronous Perceptive Vehicular Networks	59
Reconstructing Human Pose From Inertial Measurements: A Generative Model-Based Compressive Sensing Approach	59
O-M³: Real-Time Multi-Cell MIMO Scheduling in 5G O-RAN	59

Joint Trajectory–Energy Design for Integrated Satellite–Terrestrial Networks With Hybrid Light/RF Energy Harvesting	59
A DL-Based High-Precision Positioning Method in Challenging Urban Scenarios for B5G CCUAVs	59
SLM, LLM, or Agentic AI? Toward Intelligent UAV-Enabled WPT Systems in Low-Altitude Economy Networks	58
Graph Neural Network Aided MU-MIMO Detectors	58
Near-Field Integrated Sensing and Communications for Secure UAV Networks	57
Revocable and Unbounded Attribute-Based Encryption Scheme With Adaptive Security for Integrating Digital Twins in Internet of Things	57
Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications	57
Environment Semantics Aided Wireless Communications: A Case Study of mmWave Beam Prediction and Blockage Prediction	57
Pattern-Division Multiplexing for Multi-User Continuous-Aperture MIMO	57
Reconfigurable Quantum Key Distribution	56
Table of Contents	56
Table of Contents	56
IEEE Communications Society Information	56
Table of Contents	56
IEEE Journal on Selected Areas in Communications Publication Information	56
Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach	56
NOMA-Based Multi-Cell VLC Systems With Optical Intelligent Reflecting Surface: Resource Allocation for Energy Efficiency Maximization	56
IEEE Communications Society Information	56
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications	55
Guest Editorial Digital Twins for Mobile Networks—Part I	55
Collaborative and Verifiable VNF Management for Metaverse With Efficient Modular Designs	54
3DGS-Enabled High-Fidelity Low-Cost Immersive Static 3D Video Streaming	54
Outage and DMT Analysis of Partition-Based Schemes for RIS-Aided MIMO Fading Channels	54
Asynchronous Federated Learning in UAV Swarms for Real-Time Image Recognition	54
Guest Editorial: Special Issue on Recent Advances in Integrated Sensing and Communications—Part I	53
Lossless Decoupling Networks for RF Self-Interference Cancellation in MIMO Full-Duplex Transceivers	53
Diversity Enabled Low-Latency Wireless Communications With Hard Delay Constraints	52
QPing: A Quantum Ping Primitive for Quantum Networks	52
RRO: A Regularized Routing Optimization Algorithm for Enhanced Throughput and Low Latency With Efficient Complexity	52
Task Offloading With Multi-Tier Computing Resources in Next Generation Wireless Networks	51
AI-Powered Digital Twins for Robotic Control in 5G-Enabled Industrial Automation	51
Joint Communication and Bio-Sensing With Plasmonic Nano-Systems to Prevent the Spread of Infectious Diseases in the Internet of Nano-Bio Things	51
Holographic Joint Communications and Sensing With Cramér-Rao Bounds	51
Cooperative Localization for Multi-Agents Based on Reinforcement Learning Compensated Filter	50
Enhancing Federated Feature Selection Through Synthetic Data and Zero Trust Integration	50
Symbol-Level Precoding for Integrated Sensing and Covert Communication	49
SeCo4: Co-Design of Sensing, Communication, and Computing for Intelligent Control in Industrial Cyber-Physical Systems	49
Performance Analysis of UAV-Assisted Holographic Data and Energy Transfer With Finite Blocklength	49
Multi-Functional Time Expanded Graph: A Unified Graph Model for Communication, Storage, and Computation for Dynamic Networks Over Time	49
Graphic Deep Reinforcement Learning for Dynamic Resource Allocation in Space-Air-Ground Integrated Networks	49
Communication-Efficient Distributed Learning: An Overview	48
Blockchain-Based Trusted Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN): A Federated Reinforcement Learning Approach	47
User-Centric Flexible Resource Management Framework for LEO Satellites With Fully Regenerative Payload	47
Blockage Intelligence in Complex Environments for Beyond 5G Localization	47
Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach	47
Fluid Antenna Systems: Redefining Reconfigurable Wireless Communications	47
Transformer-Based Distributed Task Offloading and Resource Management in Cloud-Edge Computing Networks	47
Waveform Design for Simultaneous MIMO Radar Sensing and Multi-User Communication	47
LEO- and RIS-Empowered User Tracking: A Riemannian Manifold Approach	46
Traffic-Aware Lightweight Hierarchical Offloading Toward Adaptive Slicing-Enabled SAGIN	46
Wireless Communications With Space–Time Modulated Metasurfaces	46
IEEE Communications Society Information	45
IEEE Open Access Publishing	45
Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks	45
Guest Editorial: Integrated Ground-Air-Space Wireless Networks for 6G Mobile—Part II	44
Large Generative Model-Assisted Talking-Face Semantic Communication System	44
IEEE Journal on Selected Areas in Communications Publication Information	44
Goal-Oriented Interference Coordination in 6G In-Factory Subnetworks	44
IEEE Journal on Selected Areas in Communications Publication Information	44
Guest Editorial: The Future of Wi-Fi and Wireless Technologies in Unlicensed Spectra	44
Guest Editorial Multi-Tier Computing for Next Generation Wireless Networks—Part I	44
How Can We Establish Trustworthiness in Satellite Networks? Certificate Issuance, Checking, Revocation, and More	44
Corrections to “Scheduling and Aggregation Design for Asynchronous Federated Learning Over Wireless Networks”	43
Exploring Accurate Monitoring for Massive IIoT: A Digital Twin-Enabled Hierarchical Scheme	43
MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory	43
A Hybrid Model/Data-Driven Solution to Channel, Position, and Orientation Tracking in mmWave Vehicular Systems	43
Basil: A Fast and Byzantine-Resilient Approach for Decentralized Training	43
Guest Editorial: Special Issue on Next Generation Advanced Transceiver Technologies—Part I	42
Transmission Latency Minimization in Full-Duplex Relaying Network Operating With Finite Blocklength Codes	42
Customized OTFS Pulse Compression and Waveform Optimization for Enhancing Target Sensing in ISAC Systems	41
An Adaptive and Modular Blockchain Enabled Architecture for a Decentralized Metaverse	41
Cross-Layer Management Framework for Enhancing XR-Based System Security in Zero-Trust Wireless Communications	41
GNN-Based Power Allocation and User Association in Digital Twin Network for the Terahertz Band	41
Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse	41
Decimeter-Level Indoor Localization Using WiFi Round-Trip Phase and Factor Graph Optimization	41
Topology-Aware Integrated Communication, Sensing, and Power Transfer for Multi-User SAGIN	41
Cell-Free Massive MIMO-OFDM for High-Speed Train Communications	40
Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse	40
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization	40
Practical Iterative Quantum Consensus Protocol With Sharding Construction	40
Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals	40
Implementation of a Cell-Free RAN System With Distributed Cooperative Transceivers Under ORAN Architecture	40
Enhancing Split Federated Learning With Worker Clustering and Feature Compression	39
6G Air-to-Ground Connectivity: A Codebook-Based Framework for Interference Management	39
FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	39
STARDIS: Strategic Scheduling and Deceptive Signaling for Satellite Intrusion Detection System Deployment	39
Channel Measurement, Modeling, and Performance Evaluation for Terahertz Fluid Antenna Systems	39
LEPRE: An Updatable Database-Dependent Range Encoding Algorithm	39
Joint Radar Sensing, Location, and Communication Resources Optimization in 6G Network	39
R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications	39
High-Throughput Independent Component Analysis Processor for Full Duplex Systems	38
Future Resource Bank for ISAC: Achieving Fast and Stable Win-Win Matching for Both Individuals and Coalitions	38
Low Earth Orbit Satellite (LEOS)-Assisted Integrated Access and Backhauling in xG Wireless Communication: A Generalizable RL Framework	38
Optimal and Suboptimal Decoders Under Finite-Alphabet Interference: A Mismatched Decoding Perspective	38
1.58 Tbps OAM Multiplexing Wireless Transmission With Wideband Butler Matrix for Sub-THz Band	38