IEEE Journal on Selected Areas in Communications

Article	Citations
Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How It Works, State of Research, and The Road Ahead	1680
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond	956
Age of Information: An Introduction and Survey	511
Robust and Secure Wireless Communications via Intelligent Reflecting Surfaces	503
Massive Access for 5G and Beyond	412
Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing	351
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications	307
Channel Estimation and Passive Beamforming for Intelligent Reflecting Surface: Discrete Phase Shift and Progressive Refinement	305
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges	277
Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks	275
MIMO Transmission Through Reconfigurable Intelligent Surface: System Design, Analysis, and Implementation	270
A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence	257
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design	252
Reconfigurable Intelligent Surface Aided NOMA Networks	251
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G	249
Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach	245
Semantic Communication Systems for Speech Transmission	243
Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO	236
A Lite Distributed Semantic Communication System for Internet of Things	207
RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN	203
Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks	168
Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks	167
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis	163
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications	160
Analyzing User-Level Privacy Attack Against Federated Learning	152

Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control	146
Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions	146
Communicating With Large Intelligent Surfaces: Fundamental Limits and Models	143
Fast-Convergent Federated Learning	142
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems	140
Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation	139
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management	138
RIS Enhanced Massive Non-Orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design	138
Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach	135
Reconfigurable Intelligent Surface Based RF Sensing: Design, Optimization, and Implementation	133
Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach	133
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things	128
Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet	128
Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks	127
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression	126
Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building	126
Accelerating DNN Training in Wireless Federated Edge Learning Systems	126
Adaptive Transmission for Reconfigurable Intelligent Surface-Assisted OFDM Wireless Communications	125
Millimeter-Wave Full-Duplex UAV Relay: Joint Positioning, Beamforming, and Power Control	125
Energy Efficient User Clustering, Hybrid Precoding and Power Optimization in Terahertz MIMO-NOMA Systems	122
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning	121
Wireless Image Retrieval at the Edge	121
Byzantine-Resilient Secure Federated Learning	120
Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System	120
A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring	119
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning	116
Task-Oriented Multi-User Semantic Communications	112
Spatially-Stationary Model for Holographic MIMO Small-Scale Fading	111
Age of Information in Energy Harvesting Aided Massive Multiple Access Networks	109
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN	108
EEG-Based Pathology Detection for Home Health Monitoring	107
Analyzing Grant-Free Access for URLLC Service	105
Target Sensing With Intelligent Reflecting Surface: Architecture and Performance	102
Exploiting Randomly Located Blockages for Large-Scale Deployment of Intelligent Surfaces	100
Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective	100
Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching	99
5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling	99
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches	97
Design and Analysis of Uplink and Downlink Communications for Federated Learning	97
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing	96
Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation	96
Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things	95
Channel Estimation and Hybrid Combining for Wideband Terahertz Massive MIMO Systems	95
Massive Access in Cell-Free Massive MIMO-Based Internet of Things: Cloud Computing and Edge Computing Paradigms	95
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications	95
A Dynamic Array-of-Subarrays Architecture and Hybrid Precoding Algorithms for Terahertz Wireless Communications	95
Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications	94
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach	94
Multi-Frequency Multi-Scenario Millimeter Wave MIMO Channel Measurements and Modeling for B5G Wireless Communication Systems	94
Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information	92

Waveform Design and Performance Analysis for Full-Duplex Integrated Sensing and Communication	90
Reflecting Modulation	90
A New Path Division Multiple Access for the Massive MIMO-OTFS Networks	88
Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks	88
Energy Efficiency Optimization for NOMA UAV Network With Imperfect CSI	86
Perception Task Offloading With Collaborative Computation for Autonomous Driving	85
Integrated Scheduling of Sensing, Communication, and Control for mmWave/THz Communications in Cellular Connected UAV Networks	83
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks	83
5G-Advanced Toward 6G: Past, Present, and Future	82
Reconfigurable Intelligent Surfaces: Bridging the Gap Between Scattering and Reflection	82
Design of a 5G Network Slice Extension With MEC UAVs Managed With Reinforcement Learning	82
Wideband Beam Tracking in THz Massive MIMO Systems	82
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things	81
Peekaboo: Learning-Based Multipath Scheduling for Dynamic Heterogeneous Environments	81
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks	80
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading	79
A Primer on Rate-Splitting Multiple Access: Tutorial, Myths, and Frequently Asked Questions	78
Large Intelligent Surface Assisted Wireless Communications With Spatial Modulation and Antenna Selection	78
RIS-Assisted Communication Radar Coexistence: Joint Beamforming Design and Analysis	77
Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective	77
Analysis of Slotted ALOHA With an Age Threshold	76
A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation	75
HARCI: A Two-Way Authentication Protocol for Three Entity Healthcare IoT Networks	75
Optimized Power Control Design for Over-the-Air Federated Edge Learning	74
Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems	74
Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach	73
Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning	73
Generalized Transceiver Beamforming for DFRC With MIMO Radar and MU-MIMO Communication	73
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks	72
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design	72
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors	72
An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition	71
Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality	69
Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications	69
Split Learning Over Wireless Networks: Parallel Design and Resource Management	69
Nonlinear Transform Source-Channel Coding for Semantic Communications	68
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks	67
Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks	65
A Deep Reinforcement Learning-Based Dynamic Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN)	65
Resource Allocation for 5G-UAV-Based Emergency Wireless Communications	65
Wireless Semantic Communications for Video Conferencing	64
Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT	63
Toward Semantic Communications: Deep Learning-Based Image Semantic Coding	63
Joint Design of Reconfigurable Intelligent Surfaces and Transmit Beamforming Under Proper and Improper Gaussian Signaling	62
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach	62
Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA	62
A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems	61
Service Provisioning for UAV-Enabled Mobile Edge Computing	61
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA	61
Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications	61
A Transcoding-Enabled 360° VR Video Caching and Delivery Framework for Edge-Enhanced Next-Generation Wireless Networks	60
Holographic Integrated Sensing and Communication	59
AI Empowered RIS-Assisted NOMA Networks: Deep Learning or Reinforcement Learning?	59
Physics-Based Deep Learning for Fiber-Optic Communication Systems	59
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations	59
Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data	59
A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth	58
Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints	58
Playback of 5G and Beyond Measured MIMO Channels by an ANN-Based Modeling and Simulation Framework	58
A Novel Non-Stationary 6G UAV Channel Model for Maritime Communications	58
NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems	58
Location Awareness in Beyond 5G Networks via Reconfigurable Intelligent Surfaces	58
RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access	58
Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks	57
Dynamic Hybrid Beamforming With Low-Resolution PSs for Wideband mmWave MIMO-OFDM Systems	57
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis	57
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization	56
System-Level Analysis of Joint Sensing and Communication Based on 5G New Radio	56
Channel Measurements and Modeling for Low-Terahertz Band Vehicular Communications	56
Performance Analysis of 5G Mobile Relay Systems for High-Speed Trains	56
UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems	56
Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks	56
Semantic-Preserved Communication System for Highly Efficient Speech Transmission	55
TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks	55
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO	55
Design and Operation of a Graphene-Based Plasmonic Nano-Antenna Array for Communication in the Terahertz Band	54
Quantized Federated Learning Under Transmission Delay and Outage Constraints	54
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning	54
A UAV-Assisted Ubiquitous Trust Communication System in 5G and Beyond Networks	54
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems	54

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems	53
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks	53
Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations	53
The Age of Information in a Discrete Time Queue: Stationary Distribution and Non-Linear Age Mean Analysis	53
FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	52
Wireless Deep Video Semantic Transmission	52
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels	52
Cost-Effective Federated Learning in Mobile Edge Networks	52
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge	51
A Non-Stationary Geometry-Based MIMO Channel Model for Millimeter-Wave UAV Networks	51
RL-Cache: Learning-Based Cache Admission for Content Delivery	51
A Meta-Learning Scheme for Adaptive Short-Term Network Traffic Prediction	50
Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm	50
UAV-Enabled Covert Wireless Data Collection	50
A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ	49
Joint Waveform and Filter Designs for STAP-SLP-Based MIMO-DFRC Systems	49
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation	49
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach	49
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis	49
RIS-Assisted Joint Transmission in a Two-Cell Downlink NOMA Cellular System	48
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission	48
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With Applications in MIMO-Based Grant-Free Random Access	48
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy	48
Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction	48
Reinforcement Learning-Based Optimal Computing and Caching in Mobile Edge Network	47
Time-Division ISAC Enabled Connected Automated Vehicles Cooperation Algorithm Design and Performance Evaluation	47
Joint Access Control and Resource Allocation for Short-Packet-Based mMTC in Status Update Systems	47
BSIF: Blockchain-Based Secure, Interactive, and Fair Mobile Crowdsensing	47
Resource Allocation in Terrestrial-Satellite-Based Next Generation Multiple Access Networks With Interference Cooperation	46
Addressing the Curse of Mobility in Massive MIMO With Prony-Based Angular-Delay Domain Channel Predictions	46
Multiple Access for Near-Field Communications: SDMA or LDMA?	46
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-Valued Convolutional Networks	45
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems	45
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN	45
High Dimensional Channel Estimation Using Deep Generative Networks	45
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning	44
Proximal Policy Optimization-Based Transmit Beamforming and Phase-Shift Design in an IRS-Aided ISAC System for the THz Band	44
Sparse Vector Coding-Based Multi-Carrier NOMA for In-Home Health Networks	44
Beam Squint-Aware Integrated Sensing and Communications for Hybrid Massive MIMO LEO Satellite Systems	44
Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G	44
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks	44
Mobility-Aware Multiobjective Task Offloading for Vehicular Edge Computing in Digital Twin Environment	44
Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices	43
Cross-Modal Stream Scheduling for eHealth	43
Multi-Agent Reinforcement Learning-Based Distributed Channel Access for Next Generation Wireless Networks	42
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching	42
3D Channel Tracking for UAV-Satellite Communications in Space-Air-Ground Integrated Networks	42
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach	42
Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges	42
Antenna Array Enabled Space/Air/Ground Communications and Networking for 6G	42
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning	42
Respiration Monitoring With RFID in Driving Environments	42
MetaLoc: Learning to Learn Wireless Localization	42
Joint MIMO Precoding and Computation Resource Allocation for Dual-Function Radar and Communication Systems With Mobile Edge Computing	41
Orthogonal AMP for Massive Access in Channels With Spatial and Temporal Correlations	41
Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks	41
Learning-Based Prediction, Rendering and Transmission for Interactive Virtual Reality in RIS-Assisted Terahertz Networks	41
Interference Nulling Using Reconfigurable Intelligent Surface	41
Distributed Q-Learning Aided Uplink Grant-Free NOMA for Massive Machine-Type Communications	41
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks	41
InFEDge: A Blockchain-Based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications	40
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach	40
Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach	39
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains	39
Optimal Power Allocation in Downlink Multicarrier NOMA Systems: Theory and Fast Algorithms	39
Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting	39
Device-Free Sensing in OFDM Cellular Network	38
DROPS: Dynamic Radio Protocol Selection for Energy-Constrained Wearable IoT Healthcare	38
Pilot-Based Unsourced Random Access With a Massive MIMO Receiver, Interference Cancellation, and Power Control	38
Learning to Decode Protograph LDPC Codes	38
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning	38
Interplay Between RIS and AI in Wireless Communications: Fundamentals, Architectures, Applications, and Open Research Problems	37
Toward 5G NR High-Precision Indoor Positioning via Channel Frequency Response: A New Paradigm and Dataset Generation Method	37
Next-Generation Multiple Access Based on NOMA With Power Level Modulation	37
Hybrid Trusted/Untrusted Relay-Based Quantum Key Distribution Over Optical Backbone Networks	37
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays	37
SIABR: A Structured Intra-Attention Bidirectional Recurrent Deep Learning Method for Ultra-Accurate Terahertz Indoor Localization	37
Energy-Efficient Non-Orthogonal Multicast and Unicast Transmission of Cell-Free Massive MIMO Systems With SWIPT	36
Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services	36
Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach	36
RIS-Aided Ground-Aerial NOMA Communications: A Distributionally Robust DRL Approach	36
Age of Information-Based Wireless Powered Communication Networks With Selfish Charging Nodes	36
Edge-Assisted Multi-Layer Offloading Optimization of LEO Satellite-Terrestrial Integrated Networks	36
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson’s Disease Patient	36
Coverage Analysis for 3D Terahertz Communication Systems	36
Active RIS Assisted Rate-Splitting Multiple Access Network: Spectral and Energy Efficiency Tradeoff	35
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface (STAR-RIS) Assisted UAV Communications	35
MIMO OFDM Dual-Function Radar-Communication Under Error Rate and Beampattern Constraints	35
Resource Allocation for IRS Assisted SGF NOMA Transmission: A MADRL Approach	35
Performance and Features: Mitigating the Low-Rate TCP-Targeted DoS Attack via SDN	35
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing	35
HiveMind: Towards Cellular Native Machine Learning Model Splitting	35
Cell-Free Massive MIMO-OFDM for High-Speed Train Communications	35
Simulation-Driven Platform for Edge-Based AAL Systems	35
Air-to-Ground Wireless Links for High-Speed UAVs	35