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	998
Intelligent Reflecting Surface Aided MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer	423
Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning	364
Prospective Multiple Antenna Technologies for Beyond 5G	357
Capacity Characterization for Intelligent Reflecting Surface Aided MIMO Communication	356
Robust and Secure Wireless Communications via Intelligent Reflecting Surfaces	335
Privacy-Preserved Data Sharing Towards Multiple Parties in Industrial IoTs	287
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks	276
Massive Access for 5G and Beyond	264
Hybrid Beamforming for Reconfigurable Intelligent Surface based Multi-User Communications: Achievable Rates With Limited Discrete Phase Shifts	254
A Survey on Spatial Modulation in Emerging Wireless Systems: Research Progresses and Applications	244
Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing	240
Joint Active and Passive Beamforming Optimization for Intelligent Reflecting Surface Assisted SWIPT Under QoS Constraints	236
Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning	225
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond	206
Age of Information: An Introduction and Survey	190
Channel Estimation and Passive Beamforming for Intelligent Reflecting Surface: Discrete Phase Shift and Progressive Refinement	190
MIMO Transmission Through Reconfigurable Intelligent Surface: System Design, Analysis, and Implementation	183
Reconfigurable Intelligent Surface Aided NOMA Networks	175
Matrix-Calibration-Based Cascaded Channel Estimation for Reconfigurable Intelligent Surface Assisted Multiuser MIMO	156
Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach	156
Massive MIMO Transmission for LEO Satellite Communications	149
Blockchain-Assisted Secure Device Authentication for Cross-Domain Industrial IoT	146
Machine Learning in the Air	129
Deep CM-CNN for Spectrum Sensing in Cognitive Radio	126

A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence	126
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design	126
Multi-Agent Reinforcement Learning Based Resource Management in MEC- and UAV-Assisted Vehicular Networks	125
Automatic Virtual Network Embedding: A Deep Reinforcement Learning Approach With Graph Convolutional Networks	120
Passive Beamforming and Information Transfer Design for Reconfigurable Intelligent Surfaces Aided Multiuser MIMO Systems	118
Resource Allocation Based on Deep Reinforcement Learning in IoT Edge Computing	117
Optimal VNF Placement via Deep Reinforcement Learning in SDN/NFV-Enabled Networks	116
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges	115
Smart and Resilient EV Charging in SDN-Enhanced Vehicular Edge Computing Networks	112
Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks	112
RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN	111
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications	108
Edge Computing in VANETs-An Efficient and Privacy-Preserving Cooperative Downloading Scheme	103
Model-Free Training of End-to-End Communication Systems	101
Joint Power Allocation and Channel Assignment for NOMA With Deep Reinforcement Learning	100
Adaptive Transmission for Reconfigurable Intelligent Surface-Assisted OFDM Wireless Communications	95
Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks	94
Terahertz-Band Ultra-Massive Spatial Modulation MIMO	94
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing	93
RIS Enhanced Massive Non-Orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design	90
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G	89
Energy Efficient User Clustering, Hybrid Precoding and Power Optimization in Terahertz MIMO-NOMA Systems	88
EEG-Based Pathology Detection for Home Health Monitoring	87
Reconfigurable Intelligent Surface Based RF Sensing: Design, Optimization, and Implementation	87
A Lite Distributed Semantic Communication System for Internet of Things	87
Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks	86
Semantic Communication Systems for Speech Transmission	86
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach	86
Analyzing User-Level Privacy Attack Against Federated Learning	85
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things	85
5G-Slicing-Enabled Scalable SDN Core Network: Toward an Ultra-Low Latency of Autonomous Driving Service	85
Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach	84
Millimeter-Wave Full-Duplex UAV Relay: Joint Positioning, Beamforming, and Power Control	82
A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring	80
Fast-Convergent Federated Learning	80
An Energy-Efficient Networking Approach in Cloud Services for IIoT Networks	79
Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control	78
Communicating With Large Intelligent Surfaces: Fundamental Limits and Models	77
Deep Reinforcement Learning for Dynamic Uplink/Downlink Resource Allocation in High Mobility 5G HetNet	76
Accelerating DNN Training in Wireless Federated Edge Learning Systems	76
Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System	75
Internet of Things for In-Home Health Monitoring Systems: Current Advances, Challenges and Future Directions	74
Minimizing Age of Information With Power Constraints: Multi-User Opportunistic Scheduling in Multi-State Time-Varying Channels	74
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems	72
Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building	72
Joint Pilot and Payload Power Allocation for Massive-MIMO-Enabled URLLC IIoT Networks	70
Multi-Frequency Multi-Scenario Millimeter Wave MIMO Channel Measurements and Modeling for B5G Wireless Communication Systems	70
Deep Learning for Distributed Optimization: Applications to Wireless Resource Management	69
Analyzing Grant-Free Access for URLLC Service	69
Massive Access in Cell-Free Massive MIMO-Based Internet of Things: Cloud Computing and Edge Computing Paradigms	68

Millimeter Wave Integrated Access and Backhaul in 5G: Performance Analysis and Design Insights	68
Programmable Metasurface-Based Multicast Systems: Design and Analysis	67
Coverage Analysis for Energy-Harvesting UAV-Assisted mmWave Cellular Networks	67
SmartCC: A Reinforcement Learning Approach for Multipath TCP Congestion Control in Heterogeneous Networks	66
Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing	65
Blockchain-Based Incentives for Secure and Collaborative Data Sharing in Multiple Clouds	65
Energy Efficiency Optimization for NOMA UAV Network With Imperfect CSI	64
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning	64
Intelligent Reflecting Surface Enhanced Multi-UAV NOMA Networks	63
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis	63
Active Learning and CSI Acquisition for mmWave Initial Alignment	63
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression	62
Reflecting Modulation	62
CFR-RL: Traffic Engineering With Reinforcement Learning in SDN	62
Smart Mutual Authentication Protocol for Cloud Based Medical Healthcare Systems Using Internet of Medical Things	61
Learning to Reflect and to Beamform for Intelligent Reflecting Surface With Implicit Channel Estimation	61
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management	61
Adaptive Spatial Modulation MIMO Based on Machine Learning	60
DRAIM: A Novel Delay-Constraint and Reverse Auction-Based Incentive Mechanism for WiFi Offloading	59
SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks	59
Virtual Network Function Placement Optimization With Deep Reinforcement Learning	59
Exploiting Randomly Located Blockages for Large-Scale Deployment of Intelligent Surfaces	58
A Dynamic Array-of-Subarrays Architecture and Hybrid Precoding Algorithms for Terahertz Wireless Communications	58
Age of Information in Energy Harvesting Aided Massive Multiple Access Networks	57
Spatially-Stationary Model for Holographic MIMO Small-Scale Fading	57
Byzantine-Resilient Secure Federated Learning	57
An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition	56
Design of a 5G Network Slice Extension With MEC UAVs Managed With Reinforcement Learning	56
DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting	56
Reconfigurable Intelligent Surfaces: Bridging the Gap Between Scattering and Reflection	55
Reachability Analysis of Networked Finite State Machine With Communication Losses: A Switched Perspective	54
Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT	54
CARMA: Channel-Aware Reinforcement Learning-Based Multi-Path Adaptive Routing for Underwater Wireless Sensor Networks	53
Learning-Based URLLC-Aware Task Offloading for Internet of Health Things	52
5G-Enabled UAV-to-Community Offloading: Joint Trajectory Design and Task Scheduling	52
“Jam Me If You Can:” Defeating Jammer With Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications	51
A New Path Division Multiple Access for the Massive MIMO-OTFS Networks	51
Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach	51
Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning	50
Hybrid Satellite-UAV-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective	50
Wireless Image Retrieval at the Edge	50
Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks	49
On the Spectral and Energy Efficiencies of Full-Duplex Cell-Free Massive MIMO	49
HARCI: A Two-Way Authentication Protocol for Three Entity Healthcare IoT Networks	48
Virtual IoT HoneyNets to Mitigate Cyberattacks in SDN/NFV-Enabled IoT Networks	48
Large Intelligent Surface Assisted Wireless Communications With Spatial Modulation and Antenna Selection	48
Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching	47
Incentive-Driven Deep Reinforcement Learning for Content Caching and D2D Offloading	47
A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth	45
Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks	45
Quantum Switch for the Quantum Internet: Noiseless Communications Through Noisy Channels	45
Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design	45
Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications	45
Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information	44
Channel Estimation and Hybrid Combining for Wideband Terahertz Massive MIMO Systems	44
Playback of 5G and Beyond Measured MIMO Channels by an ANN-Based Modeling and Simulation Framework	44
Wideband Beam Tracking in THz Massive MIMO Systems	44
Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective	43
Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations	43
Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks	42
Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning	42
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink	42
Online Task Scheduling and Resource Allocation for Intelligent NOMA-Based Industrial Internet of Things	42
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks	42
Decision Directed Channel Estimation Based on Deep Neural Network $k$ -Step Predictor for MIMO Communications in 5G	42
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches	41
Dynamic Edge Association and Resource Allocation in Self-Organizing Hierarchical Federated Learning Networks	41
Peekaboo: Learning-Based Multipath Scheduling for Dynamic Heterogeneous Environments	41
Bidirectional Optical Spatial Modulation for Mobile Users: Toward a Practical Design for LiFi Systems	41
Dynamic Service Placement for Virtual Reality Group Gaming on Mobile Edge Cloudlets	41
Design and Analysis of Uplink and Downlink Communications for Federated Learning	40
Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation	40
User-Centric Edge Sharing Mechanism in Software-Defined Ultra-Dense Networks	40
Performance Analysis of 5G Mobile Relay Systems for High-Speed Trains	40
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA	39
STCS: Spatial-Temporal Collaborative Sampling in Flow-Aware Software Defined Networks	39
Joint Design of Reconfigurable Intelligent Surfaces and Transmit Beamforming Under Proper and Improper Gaussian Signaling	39
RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access	39
Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation	39
Dynamic Hybrid Beamforming With Low-Resolution PSs for Wideband mmWave MIMO-OFDM Systems	39

Zero-Forcing Oriented Power Minimization for Multi-Cell MISO-NOMA Systems: A Joint User Grouping, Beamforming, and Power Control Perspective	38
Physics-Based Deep Learning for Fiber-Optic Communication Systems	37
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning	37
RL-Cache: Learning-Based Cache Admission for Content Delivery	37
A Particle Filter-Based Reinforcement Learning Approach for Reliable Wireless Indoor Positioning	37
A Virtual Network Customization Framework for Multicast Services in NFV-Enabled Core Networks	36
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning With Applications in MIMO-Based Grant-Free Random Access	36
Modeling and Analysis of MmWave V2X Networks With Vehicular Platoon Systems	36
A General 3D Space-Time-Frequency Non-Stationary THz Channel Model for 6G Ultra-Massive MIMO Wireless Communication Systems	36
Sparse Vector Coding-Based Multi-Carrier NOMA for In-Home Health Networks	36
MIMO Detection for Reconfigurable Intelligent Surface-Assisted Millimeter Wave Systems	35
Design and Operation of a Graphene-Based Plasmonic Nano-Antenna Array for Communication in the Terahertz Band	35
Terahertz Ultra-Massive MIMO-Based Aeronautical Communications in Space-Air-Ground Integrated Networks	35
Reinforcement Learning-Based Control and Networking Co-Design for Industrial Internet of Things	35
Optimal Transmit Power and Flying Location for UAV Covert Wireless Communications	34
Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach	34
Two-Phase Virtual Network Function Selection and Chaining Algorithm Based on Deep Learning in SDN/NFV-Enabled Networks	34
Management and Orchestration of Virtual Network Functions via Deep Reinforcement Learning	34
Wideband Beamforming for Hybrid Massive MIMO Terahertz Communications	34
A Dynamic Reliability-Aware Service Placement for Network Function Virtualization (NFV)	34
Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing	34
Stochastic Geometry Analysis of Large Intelligent Surface-Assisted Millimeter Wave Networks	34
Remote Monitoring of Physical Rehabilitation of Stroke Patients Using IoT and Virtual Reality	34
Sequence Generative Adversarial Networks for Wind Power Scenario Generation	34
Rate Splitting for Multi-Antenna Downlink: Precoder Design and Practical Implementation	33
Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems	33
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO	33
Analysis of Slotted ALOHA With an Age Threshold	33
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors	33
Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G	33
Spatial Multiplexing With Limited RF Chains: Generalized Beamspace Modulation (GBM) for mmWave Massive MIMO	32
Joint Access Control and Resource Allocation for Short-Packet-Based mMTC in Status Update Systems	32
A Meta-Learning Scheme for Adaptive Short-Term Network Traffic Prediction	32
Error Tolerance Bound in QKD-Based Quantum Private Query	32
DROPS: Dynamic Radio Protocol Selection for Energy-Constrained Wearable IoT Healthcare	31
Offline SLA-Constrained Deep Learning for 5G Networks Reliable and Dynamic End-to-End Slicing	31
On the Secrecy Rate of Spatial Modulation-Based Indoor Visible Light Communications	31
Mobility Management for Intro/Inter Domain Handover in Software-Defined Networks	31
Power Control Identification: A Novel Sybil Attack Detection Scheme in VANETs Using RSSI	31
Adaptive Online Decision Method for Initial Congestion Window in 5G Mobile Edge Computing Using Deep Reinforcement Learning	31
Resource Allocation for 5G-UAV-Based Emergency Wireless Communications	30
3D Channel Tracking for UAV-Satellite Communications in Space-Air-Ground Integrated Networks	30
Joint User Association and Beamforming Design for Millimeter Wave UDN With Wireless Backhaul	30
A Novel Non-Stationary 6G UAV Channel Model for Maritime Communications	30
Optimal Remote Entanglement Distribution	30
Respiration Monitoring With RFID in Driving Environments	29
IntegrityChain: Provable Data Possession for Decentralized Storage	29
Energy-efficient Workload Allocation and Computation Resource Configuration in Distributed Cloud/Edge Computing Systems With Stochastic Workloads	29
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks	29
Scaling Geo-Distributed Network Function Chains: A Prediction and Learning Framework	29
Multi-UAV Trajectory Planning for Energy-Efficient Content Coverage: A Decentralized Learning-Based Approach	29
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization	28
Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks	28
UAV-Enabled Covert Wireless Data Collection	28
Cross-Modal Stream Scheduling for eHealth	28
Reservation Service: Trusted Relay Selection for Edge Computing Services in Vehicular Networks	28
Phasor Measurement Units Optimal Placement and Performance Limits for Fault Localization	28
Channel Measurements and Modeling for Low-Terahertz Band Vehicular Communications	28
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks	28
Information-Centric Virtualization for Software-Defined Statistical QoS Provisioning Over 5G Multimedia Big Data Wireless Networks	27
A UAV-Assisted Ubiquitous Trust Communication System in 5G and Beyond Networks	27
The Age of Information in a Discrete Time Queue: Stationary Distribution and Non-Linear Age Mean Analysis	27
Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA	27
Distributed Learning for Channel Allocation Over a Shared Spectrum	27
Accurate Respiration Monitoring for Mobile Users With Commercial RFID Devices	26
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN	26
A Novel ISAC Transmission Framework Based on Spatially-Spread Orthogonal Time Frequency Space Modulation	26
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing	26
A Network Function Virtualization System for Detecting Malware in Large IoT Based Networks	25
Discrete-Modulation Continuous-Variable Quantum Key Distribution Enhanced by Quantum Scissors	25
A Deep Reinforcement Learning-Based Dynamic Traffic Offloading in Space-Air-Ground Integrated Networks (SAGIN)	25
Terahertz Quantum Cryptography	25
Reinforcement Learning-Based Optimal Computing and Caching in Mobile Edge Network	25
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems	25
Two-Timescale Hybrid Analog-Digital Beamforming for mmWave Full-Duplex MIMO Multiple-Relay Aided Systems	25
Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning	25
Orthogonal AMP for Massive Access in Channels With Spatial and Temporal Correlations	25
MUVINE: Multi-Stage Virtual Network Embedding in Cloud Data Centers Using Reinforcement Learning-Based Predictions	25
Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation	25
Optimized Power Control Design for Over-the-Air Federated Edge Learning	24
Dynamic Traffic Management for SD-WAN Inter-Cloud Communication	24
Simulation-Driven Platform for Edge-Based AAL Systems	24
Spatio-temporal Modeling for Massive and Sporadic Access	24
Network Massive MIMO Transmission Over Millimeter-Wave and Terahertz Bands: Mobility Enhancement and Blockage Mitigation	24
Service Provisioning for UAV-Enabled Mobile Edge Computing	24
LS-SDV: Virtual Network Management in Large-Scale Software-Defined IoT	24
UAV Communications With WPT-Aided Cell-Free Massive MIMO Systems	24
High Dimensional Channel Estimation Using Deep Generative Networks	24
Waveform Design and Performance Analysis for Full-Duplex Integrated Sensing and Communication	23
Air-to-Ground Wireless Links for High-Speed UAVs	23
Statistical Delay and Error-Rate Bounded QoS Provisioning Over mmWave Cell-Free M-MIMO and FBC-HARQ-IR Based 6G Wireless Networks	23
A Cross-Layer Trust Evaluation Protocol for Secured Routing in Communication Network of Smart Grid	23
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning	23
Multi-Player Multi-Armed Bandits for Stable Allocation in Heterogeneous Ad-Hoc Networks	23
Target Sensing With Intelligent Reflecting Surface: Architecture and Performance	22
Link Failure Recovery Mechanism in Software Defined Networks	22
Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls	22
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson’s Disease Patient	22
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach	22
Simultaneous Position and Orientation Estimation for Visible Light Systems With Multiple LEDs and Multiple PDs	22
Pulmonary Nodule Classification Based on Heterogeneous Features Learning	22
Tuple Space Assisted Packet Classification With High Performance on Both Search and Update	22
RIS-Assisted Joint Transmission in a Two-Cell Downlink NOMA Cellular System	22
Hybrid Trusted/Untrusted Relay-Based Quantum Key Distribution Over Optical Backbone Networks	22
Generalized Transceiver Beamforming for DFRC With MIMO Radar and MU-MIMO Communication	22
Interplay Between RIS and AI in Wireless Communications: Fundamentals, Architectures, Applications, and Open Research Problems	22
Key-Policy Attribute-Based Encryption With Keyword Search in Virtualized Environments	22
Software-Defined Coexisting UAV and WiFi: Delay-Oriented Traffic Offloading and UAV Placement	22
Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints	22
Learning to Decode Protograph LDPC Codes	22
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning	21
Addressing the Curse of Mobility in Massive MIMO With Prony-Based Angular-Delay Domain Channel Predictions	21
Coverage Analysis for 3D Terahertz Communication Systems	21
Deep Reinforcement Learning Based Three-Dimensional Area Coverage With UAV Swarm	21
SIABR: A Structured Intra-Attention Bidirectional Recurrent Deep Learning Method for Ultra-Accurate Terahertz Indoor Localization	21
Deep Learning-Based FDD Non-Stationary Massive MIMO Downlink Channel Reconstruction	21
Monostatic MIMO Backscatter Communications	21
Distributed Q-Learning Aided Uplink Grant-Free NOMA for Massive Machine-Type Communications	20
Estimation of Wideband Dynamic mmWave and THz Channels for 5G Systems and Beyond	20
Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction	20
AI Empowered RIS-Assisted NOMA Networks: Deep Learning or Reinforcement Learning?	20
Nonlinear Transform Source-Channel Coding for Semantic Communications	20
Energy-Efficient Non-Orthogonal Multicast and Unicast Transmission of Cell-Free Massive MIMO Systems With SWIPT	20
Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach	20
Joint Diversity and Redundancy for Resilient Service Chain Provisioning	20
Significant Sampling for Shortest Path Routing: A Deep Reinforcement Learning Solution	20
Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications	20
MmWave UAV Networks With Multi-Cell Association: Performance Limit and Optimization	20
A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ	20
A Non-Stationary Geometry-Based MIMO Channel Model for Millimeter-Wave UAV Networks	20
Quantized Federated Learning Under Transmission Delay and Outage Constraints	20
Efficient Recovery Path Computation for Fast Reroute in Large-Scale Software-Defined Networks	19
Joint Transmitter-Receiver Spatial Modulation Design via Minimum Euclidean Distance Maximization	19
A Decoupled Learning Strategy for Massive Access Optimization in Cellular IoT Networks	19
iFinger: Intrusion Detection in Industrial Control Systems via Register-Based Fingerprinting	19
Optimum Low-Complexity Decoder for Spatial Modulation	19
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks	19
Machine Learning for In-Region Location Verification in Wireless Networks	19
Generalized Beamspace Modulation Using Multiplexing: A Breakthrough in mmWave MIMO	19
Situation-Aware Resource Allocation for Multi-Dimensional Intelligent Multiple Access: A Proactive Deep Learning Framework	19
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels	19
Multi-UAV Trajectory and Power Optimization for Cached UAV Wireless Networks With Energy and Content Recharging-Demand Driven Deep Learning Approach	18
RIS-Assisted Communication Radar Coexistence: Joint Beamforming Design and Analysis	18
Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning	18
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations	18

Integrated Scheduling of Sensing, Communication, and Control for mmWave/THz Communications in Cellular Connected UAV Networks	18
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach	18
Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching	18
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems	18
On Reconfiguring 5G Network Slices	18
NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems	18
Deadline-Aware Multicast Transfers in Software-Defined Optical Wide-Area Networks	18
PMU Placement Optimization for Efficient State Estimation in Smart Grid	18
Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks	18
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis	17
Robust Online Composition, Routing and NF Placement for NFV-Enabled Services	17
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning	17
A Transcoding-Enabled 360° VR Video Caching and Delivery Framework for Edge-Enhanced Next-Generation Wireless Networks	17
Adaptive Positioning Systems Based on Multiple Wireless Interfaces for Industrial IoT in Harsh Manufacturing Environments	17
Online Combinatorial Auctions for Resource Allocation With Supply Costs and Capacity Limits	17
Proactive Fragmentation Management Scheme Based on Crosstalk-Avoided Batch Processing for Spectrally-Spatially Elastic Optical Networks	17
Wavelength Division Multiplexed Radio Over Fiber Links for 5G Fronthaul Networks	17
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning	17
Proactive UAV Network Slicing for URLLC and Mobile Broadband Service Multiplexing	17
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks	17
Efficient Computation of the Waiting Time and Fidelity in Quantum Repeater Chains	17
Fundamental Limits of Quantum-Secure Covert Communication Over Bosonic Channels	17
Statistical Delay and Error-Rate Bounded QoS Provisioning for mURLLC Over 6G CF M-MIMO Mobile Networks in the Finite Blocklength Regime	17
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control	17
xTSeH: A Trusted Platform Module Sharing Scheme Towards Smart IoT-eHealth Devices	17
A Dependency Analysis Model for Resilient Wide Area Measurement Systems in Smart Grid	17
5G RAN: Functional Split Orchestration Optimization	17
FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things	16
The Location Problem for the Provisioning of Protected Slices in NFV-Based MEC Infrastructure	16
Iterative Doppler Frequency Offset Estimation in Satellite High-Mobility Communications	16
Massive Access in Secure NOMA Under Imperfect CSI: Security Guaranteed Sum-Rate Maximization With First-Order Algorithm	16
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-Valued Convolutional Networks	16
Optimal Pricing of Internet of Things: A Machine Learning Approach	16
Transmission Power Control for Over-the-Air Federated Averaging at Network Edge	16
Joint Waveform and Filter Designs for STAP-SLP-Based MIMO-DFRC Systems	16
Pruning and Quantizing Neural Belief Propagation Decoders	16
Channel Prediction in High-Mobility Massive MIMO: From Spatio-Temporal Autoregression to Deep Learning	16
Iris: Deep Reinforcement Learning Driven Shared Spectrum Access Architecture for Indoor Neutral-Host Small Cells	16
Autonomous and Energy Efficient Lightpath Operation Based on Digital Subcarrier Multiplexing	16
Design and Performance Analysis of THz Wireless Communication Systems for Chip-to-Chip and Personal Area Networks Applications	16
Scenario Forecasting of Residential Load Profiles	16
COMP: Online Control Mechanism for Profit Maximization in Privacy- Preserving Crowdsensing	16
Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive Multicast	16
Finite-Alphabet MMSE Equalization for All-Digital Massive MU-MIMO mmWave Communication	16
Entanglement Verification in Quantum Networks With Tampered Nodes	16
Generative-Adversarial-Network Enabled Signal Detection for Communication Systems With Unknown Channel Models	16
Efficient Identity-Based Distributed Decryption Scheme for Electronic Personal Health Record Sharing System	16
Location Awareness in Beyond 5G Networks via Reconfigurable Intelligent Surfaces	15
Deep Multimodal Learning: Merging Sensory Data for Massive MIMO Channel Prediction	15
Buffer-Aided Relay Selection for Cooperative Hybrid NOMA/OMA Networks With Asynchronous Deep Reinforcement Learning	15
Time and Energy Minimization Communications Based on Collaborative Beamforming for UAV Networks: A Multi-Objective Optimization Method	15
A Statistical Framework for Detecting Electricity Theft Activities in Smart Grid Distribution Networks	15
Next-Generation Multiple Access Based on NOMA With Power Level Modulation	15
Feature-Aided Adaptive-Tuning Deep Learning for Massive Device Detection	15
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays	15
Network Association in Machine-Learning Aided Cognitive Radar and Communication Co-Design	15
Holographic Integrated Sensing and Communication	15
Channel Estimation and Equalization for Terahertz Receiver With RF Impairments	15
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks	15
System-Level Analysis of Joint Sensing and Communication Based on 5G New Radio	15
Understand Love of Variety in Wireless Data Market Under Sponsored Data Plans	15
Optimizing Information Freshness in Two-Hop Status Update Systems Under a Resource Constraint	15
Mixed Game-Based AoI Optimization for Combating COVID-19 With AI Bots	15
QoE-Driven Multi-User Video Transmission Over SM-NOMA Integrated Systems	15
Stabilizing Frame Slotted Aloha-Based IoT Systems: A Geometric Ergodicity Perspective	15
The Impact of Multi-Connectivity and Handover Constraints on Millimeter Wave and Terahertz Cellular Networks	15
UAV-Aided Backscatter Communications: Performance Analysis and Trajectory Optimization	15
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing	15
On the Capacity of MISO Channels With One-Bit ADCs and DACs	14
Antenna Array Enabled Space/Air/Ground Communications and Networking for 6G	14
5G Applications From Vision to Reality: Multi-Operator Orchestration	14
Energy Efficiency Optimization for Rate-Splitting Multiple Access-Based Indoor Visible Light Communication Networks	14
P4Consist: Toward Consistent P4 SDNs	14
Latency-Sensitive Edge/Cloud Serverless Dynamic Deployment Over Telemetry-Based Packet-Optical Network	14
Convergence Analysis and System Design for Federated Learning Over Wireless Networks	14
Age of Information-Based Wireless Powered Communication Networks With Selfish Charging Nodes	14
BSIF: Blockchain-Based Secure, Interactive, and Fair Mobile Crowdsensing	14
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory	14
FRUIT: A Blockchain-Based Efficient and Privacy-Preserving Quality-Aware Incentive Scheme	14
Quantum Data-Syndrome Codes	14
RIS-Aided Ground-Aerial NOMA Communications: A Distributionally Robust DRL Approach	14
Guest Editorial Special Issue on Communications and Data Analytics in Smart Grid	14
Use of CdTe Quantum Dots as Heat Resistant Temperature Sensor for Bearing Rotating Elements Monitoring	14
Hybrid Transceiver Design for Beamspace MIMO-NOMA in Code-Domain for MmWave Communication Using Lens Antenna Array	14
Machine Learning for Detecting Anomalies and Intrusions in Communication Networks	14
Reconfigurable Fiber Wireless IFoF Fronthaul With 60 GHz Phased Array Antenna and Silicon Photonic ROADM for 5G mmWave C-RANs	13
Defense-Resistant Backdoor Attacks Against Deep Neural Networks in Outsourced Cloud Environment	13
CBMoS: Combinatorial Bandit Learning for Mode Selection and Resource Allocation in D2D Systems	13
Terahertz Wireless Communications With Flexible Index Modulation Aided Pilot Design	13
3-D Deployment of UAV Swarm for Massive MIMO Communications	13
Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market	13
Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT	13
Deep Active Learning Approach to Adaptive Beamforming for mmWave Initial Alignment	13
Supervised-Learning for Multi-Hop MU-MIMO Communications With One-Bit Transceivers	13
Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You!	13
Pilot-Based Unsourced Random Access With a Massive MIMO Receiver, Interference Cancellation, and Power Control	13
Massive MIMO Propagation Modeling With User-Induced Coupling Effects Using Ray-Tracing and FDTD	13
SCAROS: A Scalable and Robust Self-Backhauling Solution for Highly Dynamic Millimeter-Wave Networks	13
Deep Learning-Based Decoding of Constrained Sequence Codes	13
Invoking Deep Learning for Joint Estimation of Indoor LiFi User Position and Orientation	13
Optical Spatial Modulation for FSO IM/DD Communications With Photon-Counting Receivers: Performance Analysis, Transmit Diversity Order and Aperture Selection	13
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications	13
Optimizing NFV Chain Deployment in Software-Defined Cellular Core	13
MIMO OFDM Dual-Function Radar-Communication Under Error Rate and Beampattern Constraints	13
Distributed Data Access in Industrial Edge Networks	13
Joint Resource, Trajectory, and Artificial Noise Optimization in Secure Driven 3-D UAVs With NOMA and Imperfect CSI	13
Heterogeneous Statistical-QoS Driven Resource Allocation Over mmWave Massive-MIMO Based 5G Mobile Wireless Networks in the Non-Asymptotic Regime	13
Signal Processing-Based Deep Learning for Blind Symbol Decoding and Modulation Classification	13
Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders	13
A Disaggregated Packet Processing Architecture for Network Function Virtualization	12
UAV-Aided Wireless Power Transfer and Data Collection in Rician Fading	12
Performance and Features: Mitigating the Low-Rate TCP-Targeted DoS Attack via SDN	12
Not Just Age but Age and Quality of Information	12
Resource Allocation in Terrestrial-Satellite-Based Next Generation Multiple Access Networks With Interference Cooperation	12
Rethinking Doppler Effect for Accurate Velocity Estimation With Commodity WiFi Devices	12
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates	12
Toward 5G NR High-Precision Indoor Positioning via Channel Frequency Response: A New Paradigm and Dataset Generation Method	12
Model-Based and Data-Driven Detectors for Time Synchronization Attacks Against PMUs	12
Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-Wave Systems	12
Task-Oriented Multi-User Semantic Communications	12
Highly-Efficient Switch Migration for Controller Load Balancing in Elastic Optical Inter-Datacenter Networks	12
STEREOS: Smart Table EntRy Eviction for OpenFlow Switches	12
Markov Models for Anomaly Detection in Wireless Body Area Networks for Secure Health Monitoring	12
High-Mobility Massive MIMO With Beamforming Network Optimization: Doppler Spread Analysis and Scaling Law	12
Communication-Efficient Federated Learning With Binary Neural Networks	12
Resource Allocation in Heterogeneously-Distributed Joint Radar-Communications Under Asynchronous Bayesian Tracking Framework	12
Cost-Effective Federated Learning in Mobile Edge Networks	12
“Near-Perfect” Finite-Cardinality Generalized Space-Time Shift Keying	11
Energy Efficient Hybrid Beamforming for Multi-User Millimeter Wave Communication With Low-Resolution A/D at Transceivers	11
PatronuS: A System for Privacy-Preserving Cloud Video Surveillance	11
Contracts for Joint Downlink and Uplink Traffic Offloading With Asymmetric Information	11
Residential Customer Baseline Load Estimation Using Stacked Autoencoder With Pseudo-Load Selection	11
Personalized QoE Improvement for Networking Video Service	11
Resource Allocation in Space Division Multiplexed Elastic Optical Networks Secured With Quantum Key Distribution	11
Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction	11
Collaborative Cache-Aided Relaying Networks: Performance Evaluation and System Optimization	11
Transmit Design for Joint MIMO Radar and Multiuser Communications With Transmit Covariance Constraint	11
A Collision Resolution Protocol for Random Access in Massive MIMO	11
Private Retrieval, Computing, and Learning: Recent Progress and Future Challenges	11
Mobility-Aware User Association Strategy for IRS-Aided mm-Wave Multibeam Transmission Towards 6G	11
Safety-Oriented Resource Allocation for Space-Ground Integrated Cloud Networks of High-Speed Railways	11
Regulating Competition in Age of Information Under Network Externalities	11
Solving Sparse Linear Inverse Problems in Communication Systems: A Deep Learning Approach With Adaptive Depth	11
A Hierarchical Incentive Design Toward Motivating Participation in Coded Federated Learning	11
Age-Optimal Scheduling for Heterogeneous Traffic With Timely Throughput Constraints	11
Massive Access of Static and Mobile Users via Reconfigurable Intelligent Surfaces: Protocol Design and Performance Analysis	11
Minimum Achievable Peak Age of Information Under Service Preemptions and Request Delay	11
Deep Reinforcement Learning With Communication Transformer for Adaptive Live Streaming in Wireless Edge Networks	11
HyperSight: Towards Scalable, High-Coverage, and Dynamic Network Monitoring Queries	11
Two-Tier Communication for UAV-Enabled Massive IoT Systems: Performance Analysis and Joint Design of Trajectory and Resource Allocation	11
Faster-Than-Nyquist Asynchronous NOMA Outperforms Synchronous NOMA	11
Triplet-Based Wireless Channel Charting: Architecture and Experiments	11
Robust Coordinated Reinforcement Learning for MAC Design in Sensor Networks	11
Attentional Markov Model for Human Mobility Prediction	10
Sparsely Self-Supervised Generative Adversarial Nets for Radio Frequency Estimation	10
Optimal Power Allocation in Downlink Multicarrier NOMA Systems: Theory and Fast Algorithms	10
Optimal Resource Allocations for Statistical QoS Provisioning to Support mURLLC Over FBC-EH-Based 6G THz Wireless Nano-Networks	10
Market Driven Multidomain Network Service Orchestration in 5G Networks	10
Graph-Embedded Multi-Agent Learning for Smart Reconfigurable THz MIMO-NOMA Networks	10
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy	10
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing	10
Bayesian Optimization for Radio Resource Management: Open Loop Power Control	10
RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds With Intelligent Packet Discarding	10
An Efficient Signcryption Protocol for Hop-by-Hop Data Aggregations in Smart Grids	10
Active Sensing for Communications by Learning	10
A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks	10
AoI-Driven Statistical Delay and Error-Rate Bounded QoS Provisioning for mURLLC Over UAV-Multimedia 6G Mobile Networks Using FBC	10
Guest Editorial Advances in Quantum Communications, Computing, Cryptography, and Sensing	10
Decentralized PEV Power Allocation With Power Distribution and Transportation Constraints	10
Resource Allocation for IRS Assisted SGF NOMA Transmission: A MADRL Approach	10
Robust Coreset Construction for Distributed Machine Learning	10
Peer-to-Peer Energy Trading in DC Packetized Power Microgrids	10
Multi-User Multi-Stream mmWave WLANs With Efficient Path Discovery and Beam Steering	10
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach	10
Leveraging IoT Wearable Technology Towards Early Diagnosis of Neurological Diseases	10
Spectral Efficiency of One-Bit Sigma-Delta Massive MIMO	10
Multi-Agent Reinforcement Learning-Based Distributed Channel Access for Next Generation Wireless Networks	10
Time-Division ISAC Enabled Connected Automated Vehicles Cooperation Algorithm Design and Performance Evaluation	10
Quantum Queuing Delay	10
Variable-Bandwidth Model and Capacity Analysis for Aerial Communications in the Terahertz Band	10
SDN-Enabled Resource Management for Converged Fi-Wi 5G Fronthaul	10
Blockchain-Based Task Offloading for Edge Computing on Low-Quality Data via Distributed Learning in the Internet of Energy	10
A First Look at Disconnection-Centric TCP Performance on High-Speed Railways	9
MPC-Based UAV Navigation for Simultaneous Solar-Energy Harvesting and Two-Way Communications	9
Machine Learning for MU-MIMO Receive Processing in OFDM Systems	9
HiveMind: Towards Cellular Native Machine Learning Model Splitting	9
Adaptive Aggregate Transmission for Device-to-Multi-Device Aided Cooperative NOMA Networks	9
Nested Hybrid Cylindrical Array Design and DoA Estimation for Massive IoT Networks	9
FlowMan: QoS-Aware Dynamic Data Flow Management in Software-Defined Networks	9
Generalized User Grouping in NOMA Based on Overlapping Coalition Formation Game	9
Minimization of Age of Information in Fading Multiple Access Channels	9
Angle Aware User Cooperation for Secure Massive MIMO in Rician Fading Channel	9
Interference Nulling Using Reconfigurable Intelligent Surface	9
Blind Channel Codes Recognition via Deep Learning	9
Hybrid-Beamforming-Based Millimeter-Wave Cellular Network Optimization	9
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains	9
Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Networks	9
Efficient Network Sharing With Asymmetric Constraint Information	9
Empirical Study on Directional Millimeter-Wave Propagation in Railway Communications Between Train and Trackside	9
Integrating Low-Complexity and Flexible Sensing Into Communication Systems	9