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	1715
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond	993
Age of Information: An Introduction and Survey	516
Robust and Secure Wireless Communications via Intelligent Reflecting Surfaces	508
Massive Access for 5G and Beyond	416
Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing	357
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications	315
Channel Estimation and Passive Beamforming for Intelligent Reflecting Surface: Discrete Phase Shift and Progressive Refinement	310
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges	286
Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks	281
MIMO Transmission Through Reconfigurable Intelligent Surface: System Design, Analysis, and Implementation	273
A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence	267
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design	260
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G	254
Reconfigurable Intelligent Surface Aided NOMA Networks	253
Semantic Communication Systems for Speech Transmission	252
Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach	246
Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO	241
A Lite Distributed Semantic Communication System for Internet of Things	217
RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN	206
Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks	169
Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks	168
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications	167
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis	166
Analyzing User-Level Privacy Attack Against Federated Learning	153

Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions	147
Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control	146
Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation	145
Fast-Convergent Federated Learning	144
Communicating With Large Intelligent Surfaces: Fundamental Limits and Models	144
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems	143
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management	142
Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach	139
RIS Enhanced Massive Non-Orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design	138
Reconfigurable Intelligent Surface Based RF Sensing: Design, Optimization, and Implementation	134
Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach	134
Wireless Image Retrieval at the Edge	129
Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building	129
Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet	129
Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks	128
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression	128
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things	128
Adaptive Transmission for Reconfigurable Intelligent Surface-Assisted OFDM Wireless Communications	128
Accelerating DNN Training in Wireless Federated Edge Learning Systems	127
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning	122
Task-Oriented Multi-User Semantic Communications	121
Byzantine-Resilient Secure Federated Learning	121
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning	121
A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring	120
Age of Information in Energy Harvesting Aided Massive Multiple Access Networks	110
Target Sensing With Intelligent Reflecting Surface: Architecture and Performance	109
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN	109
EEG-Based Pathology Detection for Home Health Monitoring	108
Analyzing Grant-Free Access for URLLC Service	106
Exploiting Randomly Located Blockages for Large-Scale Deployment of Intelligent Surfaces	103
Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching	101
Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective	100
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach	100
5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling	99
Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications	99
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing	99
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches	98
Design and Analysis of Uplink and Downlink Communications for Federated Learning	98
Channel Estimation and Hybrid Combining for Wideband Terahertz Massive MIMO Systems	97
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications	97
Massive Access in Cell-Free Massive MIMO-Based Internet of Things: Cloud Computing and Edge Computing Paradigms	97
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	96
Waveform Design and Performance Analysis for Full-Duplex Integrated Sensing and Communication	96
Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information	94
Reflecting Modulation	92
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
Perception Task Offloading With Collaborative Computation for Autonomous Driving	86
Energy Efficiency Optimization for NOMA UAV Network With Imperfect CSI	86

5G-Advanced Toward 6G: Past, Present, and Future	85
Wideband Beam Tracking in THz Massive MIMO Systems	85
Integrated Scheduling of Sensing, Communication, and Control for mmWave/THz Communications in Cellular Connected UAV Networks	84
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks	84
Large Intelligent Surface Assisted Wireless Communications With Spatial Modulation and Antenna Selection	83
A Primer on Rate-Splitting Multiple Access: Tutorial, Myths, and Frequently Asked Questions	83
Peekaboo: Learning-Based Multipath Scheduling for Dynamic Heterogeneous Environments	83
Design of a 5G Network Slice Extension With MEC UAVs Managed With Reinforcement Learning	83
Reconfigurable Intelligent Surfaces: Bridging the Gap Between Scattering and Reflection	83
RIS-Assisted Communication Radar Coexistence: Joint Beamforming Design and Analysis	82
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things	81
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks	81
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading	80
Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective	78
Generalized Transceiver Beamforming for DFRC With MIMO Radar and MU-MIMO Communication	78
A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation	77
HARCI: A Two-Way Authentication Protocol for Three Entity Healthcare IoT Networks	77
Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems	77
Analysis of Slotted ALOHA With an Age Threshold	76
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design	76
Optimized Power Control Design for Over-the-Air Federated Edge Learning	76
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors	75
Nonlinear Transform Source-Channel Coding for Semantic Communications	74
Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach	74
Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning	73
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks	73
Split Learning Over Wireless Networks: Parallel Design and Resource Management	72
Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality	71
Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications	71
An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition	71
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks	70
Wireless Semantic Communications for Video Conferencing	69
Toward Semantic Communications: Deep Learning-Based Image Semantic Coding	68
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
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach	65
Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA	65
Resource Allocation for 5G-UAV-Based Emergency Wireless Communications	65
Joint Design of Reconfigurable Intelligent Surfaces and Transmit Beamforming Under Proper and Improper Gaussian Signaling	65
Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT	64
Holographic Integrated Sensing and Communication	64
A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems	63
Location Awareness in Beyond 5G Networks via Reconfigurable Intelligent Surfaces	63
NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems	62
Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications	62
Service Provisioning for UAV-Enabled Mobile Edge Computing	62
Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data	61
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations	61
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA	61
A Transcoding-Enabled 360° VR Video Caching and Delivery Framework for Edge-Enhanced Next-Generation Wireless Networks	61
Physics-Based Deep Learning for Fiber-Optic Communication Systems	60
AI Empowered RIS-Assisted NOMA Networks: Deep Learning or Reinforcement Learning?	60
Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints	59
A Novel Non-Stationary 6G UAV Channel Model for Maritime Communications	59
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis	58
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization	58
Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks	58
A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth	58
RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access	58
Semantic-Preserved Communication System for Highly Efficient Speech Transmission	57
Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks	57
System-Level Analysis of Joint Sensing and Communication Based on 5G New Radio	57
Channel Measurements and Modeling for Low-Terahertz Band Vehicular Communications	56
TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks	56
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning	56
UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems	56
Performance Analysis of 5G Mobile Relay Systems for High-Speed Trains	56
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO	55
Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations	55
A UAV-Assisted Ubiquitous Trust Communication System in 5G and Beyond Networks	55
Quantized Federated Learning Under Transmission Delay and Outage Constraints	55
Wireless Deep Video Semantic Transmission	55
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels	54
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems	54
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks	54
A Non-Stationary Geometry-Based MIMO Channel Model for Millimeter-Wave UAV Networks	54
The Age of Information in a Discrete Time Queue: Stationary Distribution and Non-Linear Age Mean Analysis	54
Cost-Effective Federated Learning in Mobile Edge Networks	54
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems	53
UAV-Enabled Covert Wireless Data Collection	53

FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	53
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission	53
Stacked Intelligent Metasurfaces for Efficient Holographic MIMO Communications in 6G	51
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge	51
RL-Cache: Learning-Based Cache Admission for Content Delivery	51
Multiple Access for Near-Field Communications: SDMA or LDMA?	51
Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm	50
RIS-Assisted Joint Transmission in a Two-Cell Downlink NOMA Cellular System	50
A Meta-Learning Scheme for Adaptive Short-Term Network Traffic Prediction	50
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach	50
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis	50
Joint Waveform and Filter Designs for STAP-SLP-Based MIMO-DFRC Systems	50
Time-Division ISAC Enabled Connected Automated Vehicles Cooperation Algorithm Design and Performance Evaluation	50
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation	50
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-Valued Convolutional Networks	49
Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction	49
A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ	49
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy	49
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With Applications in MIMO-Based Grant-Free Random Access	48
Addressing the Curse of Mobility in Massive MIMO With Prony-Based Angular-Delay Domain Channel Predictions	48
BSIF: Blockchain-Based Secure, Interactive, and Fair Mobile Crowdsensing	48
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems	47
Reinforcement Learning-Based Optimal Computing and Caching in Mobile Edge Network	47
Beam Squint-Aware Integrated Sensing and Communications for Hybrid Massive MIMO LEO Satellite Systems	47
Proximal Policy Optimization-Based Transmit Beamforming and Phase-Shift Design in an IRS-Aided ISAC System for the THz Band	47
Joint Access Control and Resource Allocation for Short-Packet-Based mMTC in Status Update Systems	47
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach	46
High Dimensional Channel Estimation Using Deep Generative Networks	46
Cross-Modal Stream Scheduling for eHealth	46
Resource Allocation in Terrestrial-Satellite-Based Next Generation Multiple Access Networks With Interference Cooperation	46
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning	46
Joint MIMO Precoding and Computation Resource Allocation for Dual-Function Radar and Communication Systems With Mobile Edge Computing	46
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN	45
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
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning	44
Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges	44
Sparse Vector Coding-Based Multi-Carrier NOMA for In-Home Health Networks	44
Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices	44
Antenna Array Enabled Space/Air/Ground Communications and Networking for 6G	44
Learning-Based Prediction, Rendering and Transmission for Interactive Virtual Reality in RIS-Assisted Terahertz Networks	43
Toward 5G NR High-Precision Indoor Positioning via Channel Frequency Response: A New Paradigm and Dataset Generation Method	43
Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks	43
Interference Nulling Using Reconfigurable Intelligent Surface	43
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching	43
3D Channel Tracking for UAV-Satellite Communications in Space-Air-Ground Integrated Networks	43
MetaLoc: Learning to Learn Wireless Localization	43
InFEDge: A Blockchain-Based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications	42
Multi-Agent Reinforcement Learning-Based Distributed Channel Access for Next Generation Wireless Networks	42
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach	42
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks	42
Respiration Monitoring With RFID in Driving Environments	42
Distributed Q-Learning Aided Uplink Grant-Free NOMA for Massive Machine-Type Communications	41
Orthogonal AMP for Massive Access in Channels With Spatial and Temporal Correlations	41
Device-Free Sensing in OFDM Cellular Network	40
Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting	40
Interplay Between RIS and AI in Wireless Communications: Fundamentals, Architectures, Applications, and Open Research Problems	40
Optimal Power Allocation in Downlink Multicarrier NOMA Systems: Theory and Fast Algorithms	40
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains	39
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning	39
Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services	39
Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach	39
SIABR: A Structured Intra-Attention Bidirectional Recurrent Deep Learning Method for Ultra-Accurate Terahertz Indoor Localization	39
DROPS: Dynamic Radio Protocol Selection for Energy-Constrained Wearable IoT Healthcare	38
Learning to Decode Protograph LDPC Codes	38
Pilot-Based Unsourced Random Access With a Massive MIMO Receiver, Interference Cancellation, and Power Control	38
Next-Generation Multiple Access Based on NOMA With Power Level Modulation	38
Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach	38
Hybrid Trusted/Untrusted Relay-Based Quantum Key Distribution Over Optical Backbone Networks	38
Active RIS Assisted Rate-Splitting Multiple Access Network: Spectral and Energy Efficiency Tradeoff	37
Heterogeneous Semantic and Bit Communications: A Semi-NOMA Scheme	37
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays	37
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface (STAR-RIS) Assisted UAV Communications	37
Coverage Analysis for 3D Terahertz Communication Systems	37
Energy-Efficient Non-Orthogonal Multicast and Unicast Transmission of Cell-Free Massive MIMO Systems With SWIPT	37
Edge-Assisted Multi-Layer Offloading Optimization of LEO Satellite-Terrestrial Integrated Networks	36
MIMO OFDM Dual-Function Radar-Communication Under Error Rate and Beampattern Constraints	36
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning	36
Performance and Features: Mitigating the Low-Rate TCP-Targeted DoS Attack via SDN	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
Intelligent Reflecting Surface-Aided LEO Satellite Communication: Cooperative Passive Beamforming and Distributed Channel Estimation	36
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson’s Disease Patient	36
Air-to-Ground Wireless Links for High-Speed UAVs	36
Pulmonary Nodule Classification Based on Heterogeneous Features Learning	35
Resource Allocation for IRS Assisted SGF NOMA Transmission: A MADRL Approach	35
Cell-Free Massive MIMO-OFDM for High-Speed Train Communications	35
Deep Reinforcement Learning Based Computation Offloading and Trajectory Planning for Multi-UAV Cooperative Target Search	35
Energy Efficiency Optimization for Rate-Splitting Multiple Access-Based Indoor Visible Light Communication Networks	35
Simulation-Driven Platform for Edge-Based AAL Systems	35
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing	35
HiveMind: Towards Cellular Native Machine Learning Model Splitting	35
Rethinking Doppler Effect for Accurate Velocity Estimation With Commodity WiFi Devices	34
Reservation Service: Trusted Relay Selection for Edge Computing Services in Vehicular Networks	34
IRS Aided MEC Systems With Binary Offloading: A Unified Framework for Dynamic IRS Beamforming	34