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	1411
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond	607
Intelligent Reflecting Surface Aided MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer	524
Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning	505
Prospective Multiple Antenna Technologies for Beyond 5G	466
Capacity Characterization for Intelligent Reflecting Surface Aided MIMO Communication	451
Robust and Secure Wireless Communications via Intelligent Reflecting Surfaces	446
Age of Information: An Introduction and Survey	407
Massive Access for 5G and Beyond	361
Privacy-Preserved Data Sharing Towards Multiple Parties in Industrial IoTs	336
Hybrid Beamforming for Reconfigurable Intelligent Surface based Multi-User Communications: Achievable Rates With Limited Discrete Phase Shifts	326
Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing	310
Joint Active and Passive Beamforming Optimization for Intelligent Reflecting Surface Assisted SWIPT Under QoS Constraints	298
Channel Estimation and Passive Beamforming for Intelligent Reflecting Surface: Discrete Phase Shift and Progressive Refinement	258
MIMO Transmission Through Reconfigurable Intelligent Surface: System Design, Analysis, and Implementation	245
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications	227
Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks	226
Reconfigurable Intelligent Surface Aided NOMA Networks	221
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges	213
A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence	213
Massive MIMO Transmission for LEO Satellite Communications	212
Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach	210
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design	206
Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO	205
Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT	203

Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G	181
Semantic Communication Systems for Speech Transmission	172
RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN	165
A Lite Distributed Semantic Communication System for Internet of Things	162
Resource Allocation Based on Deep Reinforcement Learning in IoT Edge Computing	158
Passive Beamforming and Information Transfer Design for Reconfigurable Intelligent Surfaces Aided Multiuser MIMO Systems	157
Automatic Virtual Network Embedding: A Deep Reinforcement Learning Approach With Graph Convolutional Networks	149
Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks	132
Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks	131
Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control	124
RIS Enhanced Massive Non-Orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design	122
Edge Computing in VANETs-An Efficient and Privacy-Preserving Cooperative Downloading Scheme	121
Analyzing User-Level Privacy Attack Against Federated Learning	120
Adaptive Transmission for Reconfigurable Intelligent Surface-Assisted OFDM Wireless Communications	117
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis	115
Reconfigurable Intelligent Surface Based RF Sensing: Design, Optimization, and Implementation	114
Fast-Convergent Federated Learning	112
Communicating With Large Intelligent Surfaces: Fundamental Limits and Models	112
Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach	111
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things	110
Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet	110
Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions	110
Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation	109
Energy Efficient User Clustering, Hybrid Precoding and Power Optimization in Terahertz MIMO-NOMA Systems	109
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems	108
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression	107
Millimeter-Wave Full-Duplex UAV Relay: Joint Positioning, Beamforming, and Power Control	107
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management	105
Accelerating DNN Training in Wireless Federated Edge Learning Systems	105
Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System	102
Minimizing Age of Information With Power Constraints: Multi-User Opportunistic Scheduling in Multi-State Time-Varying Channels	101
Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building	101
A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring	100
EEG-Based Pathology Detection for Home Health Monitoring	100
Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks	100
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning	97
Byzantine-Resilient Secure Federated Learning	95
Wireless Image Retrieval at the Edge	94
Joint Pilot and Payload Power Allocation for Massive-MIMO-Enabled URLLC IIoT Networks	93
Age of Information in Energy Harvesting Aided Massive Multiple Access Networks	91
Blockchain-Based Incentives for Secure and Collaborative Data Sharing in Multiple Clouds	91
Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach	90
Analyzing Grant-Free Access for URLLC Service	90
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications	88
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN	87
SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks	84
An Energy-Efficient Networking Approach in Cloud Services for IIoT Networks	84
Spatially-Stationary Model for Holographic MIMO Small-Scale Fading	84
Exploiting Randomly Located Blockages for Large-Scale Deployment of Intelligent Surfaces	83
Massive Access in Cell-Free Massive MIMO-Based Internet of Things: Cloud Computing and Edge Computing Paradigms	83

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning	83
Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things	83
Multi-Frequency Multi-Scenario Millimeter Wave MIMO Channel Measurements and Modeling for B5G Wireless Communication Systems	83
A Dynamic Array-of-Subarrays Architecture and Hybrid Precoding Algorithms for Terahertz Wireless Communications	82
Reflecting Modulation	81
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches	80
Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching	79
Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective	79
Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications	76
A New Path Division Multiple Access for the Massive MIMO-OTFS Networks	76
Energy Efficiency Optimization for NOMA UAV Network With Imperfect CSI	76
Design of a 5G Network Slice Extension With MEC UAVs Managed With Reinforcement Learning	74
5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling	74
Channel Estimation and Hybrid Combining for Wideband Terahertz Massive MIMO Systems	74
Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation	73
Design and Analysis of Uplink and Downlink Communications for Federated Learning	73
Programmable Metasurface-Based Multicast Systems: Design and Analysis	73
Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks	72
Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information	72
DRAIM: A Novel Delay-Constraint and Reverse Auction-Based Incentive Mechanism for WiFi Offloading	71
Reconfigurable Intelligent Surfaces: Bridging the Gap Between Scattering and Reflection	71
Wideband Beam Tracking in THz Massive MIMO Systems	71
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things	70
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications	70
Virtual IoT HoneyNets to Mitigate Cyberattacks in SDN/NFV-Enabled IoT Networks	69
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading	69
Large Intelligent Surface Assisted Wireless Communications With Spatial Modulation and Antenna Selection	68
Task-Oriented Multi-User Semantic Communications	68
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing	67
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks	66
Waveform Design and Performance Analysis for Full-Duplex Integrated Sensing and Communication	66
On the Spectral and Energy Efficiencies of Full-Duplex Cell-Free Massive MIMO	66
An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition	66
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks	65
Peekaboo: Learning-Based Multipath Scheduling for Dynamic Heterogeneous Environments	65
Analysis of Slotted ALOHA With an Age Threshold	65
HARCI: A Two-Way Authentication Protocol for Three Entity Healthcare IoT Networks	63
Reachability Analysis of Networked Finite State Machine With Communication Losses: A Switched Perspective	63
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design	61
Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning	61
Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems	60
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks	60
Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks	60
Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective	60
Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT	59
Online Task Scheduling and Resource Allocation for Intelligent NOMA-Based Industrial Internet of Things	58
Target Sensing With Intelligent Reflecting Surface: Architecture and Performance	58
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach	57
Integrated Scheduling of Sensing, Communication, and Control for mmWave/THz Communications in Cellular Connected UAV Networks	57
Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications	57
Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality	55
Playback of 5G and Beyond Measured MIMO Channels by an ANN-Based Modeling and Simulation Framework	55
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors	54
Resource Allocation for 5G-UAV-Based Emergency Wireless Communications	54
RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access	54
A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth	54
Optimized Power Control Design for Over-the-Air Federated Edge Learning	53
Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach	53
Joint Design of Reconfigurable Intelligent Surfaces and Transmit Beamforming Under Proper and Improper Gaussian Signaling	52
Perception Task Offloading With Collaborative Computation for Autonomous Driving	52
Performance Analysis of 5G Mobile Relay Systems for High-Speed Trains	52
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA	52
A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems	51
A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation	51
RIS-Assisted Communication Radar Coexistence: Joint Beamforming Design and Analysis	51
Physics-Based Deep Learning for Fiber-Optic Communication Systems	51
Zero-Forcing Oriented Power Minimization for Multi-Cell MISO-NOMA Systems: A Joint User Grouping, Beamforming, and Power Control Perspective	50
A Deep Reinforcement Learning-Based Dynamic Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN)	50
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink	50
Dynamic Hybrid Beamforming With Low-Resolution PSs for Wideband mmWave MIMO-OFDM Systems	50
Generalized Transceiver Beamforming for DFRC With MIMO Radar and MU-MIMO Communication	49
Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA	49
Channel Measurements and Modeling for Low-Terahertz Band Vehicular Communications	49
Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations	49
Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks	49
Reinforcement Learning-Based Control and Networking Co-Design for Industrial Internet of Things	47
Design and Operation of a Graphene-Based Plasmonic Nano-Antenna Array for Communication in the Terahertz Band	47
Stochastic Geometry Analysis of Large Intelligent Surface-Assisted Millimeter Wave Networks	47
A Novel Non-Stationary 6G UAV Channel Model for Maritime Communications	47
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization	46

A UAV-Assisted Ubiquitous Trust Communication System in 5G and Beyond Networks	46
RL-Cache: Learning-Based Cache Admission for Content Delivery	46
MIMO Detection for Reconfigurable Intelligent Surface-Assisted Millimeter Wave Systems	46
User-Centric Edge Sharing Mechanism in Software-Defined Ultra-Dense Networks	46
Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications	46
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO	46
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems	45
A Network Function Virtualization System for Detecting Malware in Large IoT Based Networks	45
Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints	45
A Virtual Network Customization Framework for Multicast Services in NFV-Enabled Core Networks	45
UAV-Enabled Covert Wireless Data Collection	45
A Meta-Learning Scheme for Adaptive Short-Term Network Traffic Prediction	44
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks	44
Nonlinear Transform Source-Channel Coding for Semantic Communications	44
The Age of Information in a Discrete Time Queue: Stationary Distribution and Non-Linear Age Mean Analysis	44
Service Provisioning for UAV-Enabled Mobile Edge Computing	43
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems	43
Two-Phase Virtual Network Function Selection and Chaining Algorithm Based on Deep Learning in SDN/NFV-Enabled Networks	43
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks	43
STCS: Spatial-Temporal Collaborative Sampling in Flow-Aware Software Defined Networks	43
NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems	43
Joint Access Control and Resource Allocation for Short-Packet-Based mMTC in Status Update Systems	43
Sparse Vector Coding-Based Multi-Carrier NOMA for In-Home Health Networks	43
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With Applications in MIMO-Based Grant-Free Random Access	43
Rate Splitting for Multi-Antenna Downlink: Precoder Design and Practical Implementation	42
UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems	42
A Non-Stationary Geometry-Based MIMO Channel Model for Millimeter-Wave UAV Networks	42
Location Awareness in Beyond 5G Networks via Reconfigurable Intelligent Surfaces	41
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation	41
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis	41
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations	41
Respiration Monitoring With RFID in Driving Environments	40
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning	40
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach	40
RIS-Assisted Joint Transmission in a Two-Cell Downlink NOMA Cellular System	39
Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach	39
Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction	39
A Primer on Rate-Splitting Multiple Access: Tutorial, Myths, and Frequently Asked Questions	38
A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ	38
AI Empowered RIS-Assisted NOMA Networks: Deep Learning or Reinforcement Learning?	38
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge	38
Reinforcement Learning-Based Optimal Computing and Caching in Mobile Edge Network	38
Quantized Federated Learning Under Transmission Delay and Outage Constraints	38
Wireless Semantic Communications for Video Conferencing	38
Deep Learning-Enabled Semantic Communication Systems With Task-Unaware Transmitter and Dynamic Data	38
System-Level Analysis of Joint Sensing and Communication Based on 5G New Radio	37
3D Channel Tracking for UAV-Satellite Communications in Space-Air-Ground Integrated Networks	36
Cross-Modal Stream Scheduling for eHealth	36
A Transcoding-Enabled 360° VR Video Caching and Delivery Framework for Edge-Enhanced Next-Generation Wireless Networks	36
Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices	36
Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach	36
Distributed Q-Learning Aided Uplink Grant-Free NOMA for Massive Machine-Type Communications	36
Key-Policy Attribute-Based Encryption With Keyword Search in Virtualized Environments	35
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN	35
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels	35
5G-Advanced Toward 6G: Past, Present, and Future	35
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning	35
Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks	35
Joint Waveform and Filter Designs for STAP-SLP-Based MIMO-DFRC Systems	34
IntegrityChain: Provable Data Possession for Decentralized Storage	34
Cost-Effective Federated Learning in Mobile Edge Networks	34
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach	34
Orthogonal AMP for Massive Access in Channels With Spatial and Temporal Correlations	34
FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	34
High Dimensional Channel Estimation Using Deep Generative Networks	34
DROPS: Dynamic Radio Protocol Selection for Energy-Constrained Wearable IoT Healthcare	34
Energy-efficient Workload Allocation and Computation Resource Configuration in Distributed Cloud/Edge Computing Systems With Stochastic Workloads	33
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson’s Disease Patient	33
Reservation Service: Trusted Relay Selection for Edge Computing Services in Vehicular Networks	33
Coverage Analysis for 3D Terahertz Communication Systems	33
Addressing the Curse of Mobility in Massive MIMO With Prony-Based Angular-Delay Domain Channel Predictions	33
Toward Semantic Communications: Deep Learning-Based Image Semantic Coding	32
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks	32
Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm	32
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays	32
Simultaneous Position and Orientation Estimation for Visible Light Systems With Multiple LEDs and Multiple PDs	32
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-Valued Convolutional Networks	32
BSIF: Blockchain-Based Secure, Interactive, and Fair Mobile Crowdsensing	32
Semantic-Preserved Communication System for Highly Efficient Speech Transmission	31
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning	31
Hybrid Trusted/Untrusted Relay-Based Quantum Key Distribution Over Optical Backbone Networks	31
SIABR: A Structured Intra-Attention Bidirectional Recurrent Deep Learning Method for Ultra-Accurate Terahertz Indoor Localization	31
Network Massive MIMO Transmission Over Millimeter-Wave and Terahertz Bands: Mobility Enhancement and Blockage Mitigation	31
Tuple Space Assisted Packet Classification With High Performance on Both Search and Update	31
Learning to Decode Protograph LDPC Codes	31
Holographic Integrated Sensing and Communication	31
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching	31
Pulmonary Nodule Classification Based on Heterogeneous Features Learning	30
Antenna Array Enabled Space/Air/Ground Communications and Networking for 6G	30
Two-Timescale Hybrid Analog-Digital Beamforming for mmWave Full-Duplex MIMO Multiple-Relay Aided Systems	30
Resource Allocation in Terrestrial-Satellite-Based Next Generation Multiple Access Networks With Interference Cooperation	30
Software-Defined Coexisting UAV and WiFi: Delay-Oriented Traffic Offloading and UAV Placement	30
Energy-Efficient Non-Orthogonal Multicast and Unicast Transmission of Cell-Free Massive MIMO Systems With SWIPT	30
Learning-Based Prediction, Rendering and Transmission for Interactive Virtual Reality in RIS-Assisted Terahertz Networks	30
Air-to-Ground Wireless Links for High-Speed UAVs	30