IEEE Transactions on Wireless Communications

Article	Citations
Wireless Communications With Reconfigurable Intelligent Surface: Path Loss Modeling and Experimental Measurement	741
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks	709
Multicell MIMO Communications Relying on Intelligent Reflecting Surfaces	608
Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks	528
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis	493
Energy Efficient Federated Learning Over Wireless Communication Networks	476
Federated Learning Over Wireless Fading Channels	352
Asymptotic Max-Min SINR Analysis of Reconfigurable Intelligent Surface Assisted MISO Systems	290
Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications	289
Exploiting Intelligent Reflecting Surfaces in NOMA Networks: Joint Beamforming Optimization	261
Simultaneously Transmitting and Reflecting (STAR) RIS Aided Wireless Communications	244
Active Reconfigurable Intelligent Surface-Aided Wireless Communications	231
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning	222
Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels	214
Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective	213
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning	206
Intelligent Reflecting Surface Assisted Multi-User OFDMA: Channel Estimation and Training Design	197
Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing Systems	192
Radar-Assisted Predictive Beamforming for Vehicular Links: Communication Served by Sensing	190
A Crowdsourcing Framework for On-Device Federated Learning	181
On the Effectiveness of OTFS for Joint Radar Parameter Estimation and Communication	179
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis	177
Intelligent Reflecting Surface Enhanced Wireless Networks: Two-Timescale Beamforming Optimization	176
Convergence Time Optimization for Federated Learning Over Wireless Networks	172
Online Distributed Offloading and Computing Resource Management With Energy Harvesting for Heterogeneous MEC-Enabled IoT	170

Computation Efficiency Maximization in Wireless-Powered Mobile Edge Computing Networks	169
Aerial Intelligent Reflecting Surface: Joint Placement and Passive Beamforming Design With 3D Beam Flattening	169
Multi-Armed Bandit-Based Client Scheduling for Federated Learning	167
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach	163
Double-IRS Assisted Multi-User MIMO: Cooperative Passive Beamforming Design	155
Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN	152
Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches	144
3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach	144
Sum-Rate Maximization for IRS-Assisted UAV OFDMA Communication Systems	143
Adaptive Neural Signal Detection for Massive MIMO	143
Robust Secure UAV Communications With the Aid of Reconfigurable Intelligent Surfaces	138
Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness	136
Channel Estimation for RIS-Aided mmWave MIMO Systems via Atomic Norm Minimization	135
Robust Transmission Design for Intelligent Reflecting Surface-Aided Secure Communication Systems With Imperfect Cascaded CSI	131
UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System	128
Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces	128
Downlink and Uplink Intelligent Reflecting Surface Aided Networks: NOMA and OMA	127
Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach	126
Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks	125
Hybrid Offline-Online Design for UAV-Enabled Data Harvesting in Probabilistic LoS Channels	123
Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications	123
Bayesian Predictive Beamforming for Vehicular Networks: A Low-Overhead Joint Radar-Communication Approach	123
Offloading and Resource Allocation With General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach	123
UAV-to-UAV Communications in Cellular Networks	121
Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws	120
Local Partial Zero-Forcing Precoding for Cell-Free Massive MIMO	118
Secure Radar-Communication Systems With Malicious Targets: Integrating Radar, Communications and Jamming Functionalities	116
Joint Reflecting and Precoding Designs for SER Minimization in Reconfigurable Intelligent Surfaces Assisted MIMO Systems	116
Resource Allocation for Multi-Cell IRS-Aided NOMA Networks	112
Optimized Power Control for Over-the-Air Computation in Fading Channels	111
Resource Allocation for Intelligent Reflecting Surface Aided Wireless Powered Mobile Edge Computing in OFDM Systems	109
Reconfigurable Intelligent Surfaces With Reflection Pattern Modulation: Beamforming Design and Performance Analysis	109
Overhead-Aware Design of Reconfigurable Intelligent Surfaces in Smart Radio Environments	107
Cell-Free Massive MIMO for Wireless Federated Learning	107
Reconfigurable Intelligent Surface-Assisted Non-Orthogonal Multiple Access	107
Enhancing Secure MIMO Transmission via Intelligent Reflecting Surface	105
Achievable Rate Optimization for MIMO Systems With Reconfigurable Intelligent Surfaces	105
Energy-Efficient UAV Backscatter Communication With Joint Trajectory Design and Resource Optimization	104
A General 3D Non-Stationary Wireless Channel Model for 5G and Beyond	104
Joint Transceiver and Large Intelligent Surface Design for Massive MIMO mmWave Systems	103
Covert Communication in Intelligent Reflecting Surface-Assisted NOMA Systems: Design, Analysis, and Optimization	102
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming	102
Power Control Based on Deep Reinforcement Learning for Spectrum Sharing	100
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems	99
Mobility-Aware Joint Task Scheduling and Resource Allocation for Cooperative Mobile Edge Computing	99
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection	97
Intelligent Reflecting Surface (IRS)-Aided Covert Wireless Communications With Delay Constraint	95
Machine Learning-Enabled LOS/NLOS Identification for MIMO Systems in Dynamic Environments	95
Multi-Mode OAM Radio Waves: Generation, Angle of Arrival Estimation and Reception With UCAs	95
Multi-Agent Deep Reinforcement Learning for Task Offloading in UAV-Assisted Mobile Edge Computing	94

Joint Beam Training and Positioning for Intelligent Reflecting Surfaces Assisted Millimeter Wave Communications	93
Power Control in Cellular Massive MIMO With Varying User Activity: A Deep Learning Solution	93
MetaLocalization: Reconfigurable Intelligent Surface Aided Multi-User Wireless Indoor Localization	92
Beam Focusing for Near-Field Multiuser MIMO Communications	91
Reinforcement Learning Based Capacity Management in Multi-Layer Satellite Networks	91
Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV With Deep Reinforcement Learning	90
Joint Deployment and Multiple Access Design for Intelligent Reflecting Surface Assisted Networks	90
Performance Analysis of Coded OTFS Systems Over High-Mobility Channels	90
Joint Beamforming Design and Power Splitting Optimization in IRS-Assisted SWIPT NOMA Networks	90
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge	89
5G mmWave Cooperative Positioning and Mapping Using Multi-Model PHD Filter and Map Fusion	88
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach	88
Joint Power Allocation and Load Balancing Optimization for Energy-Efficient Cell-Free Massive MIMO Networks	86
Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO	85
UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks	85
Federated Learning via Intelligent Reflecting Surface	85
Reconfigurable Intelligent Surface Assisted Device-to-Device Communications	85
Performance Analysis of Intelligent Reflecting Surface Assisted NOMA Networks	83
Machine Learning-Based Channel Prediction in Massive MIMO With Channel Aging	82
Intelligent Omni-Surfaces: Ubiquitous Wireless Transmission by Reflective-Refractive Metasurfaces	82
Age of Information in a Cellular Internet of UAVs: Sensing and Communication Trade-Off Design	82
Joint Optimization of Radio and Computational Resources Allocation in Blockchain-Enabled Mobile Edge Computing Systems	80
RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks	80
Reconfigurable Intelligent Surface-Assisted Cell-Free Massive MIMO Systems Over Spatially-Correlated Channels	80
Deep Learning for Channel Estimation: Interpretation, Performance, and Comparison	79
Gradient Statistics Aware Power Control for Over-the-Air Federated Learning	79
Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications	78
DOA and Polarization Estimation for Non-Circular Signals in 3-D Millimeter Wave Polarized Massive MIMO Systems	78
Multi-Cell Mobile Edge Computing: Joint Service Migration and Resource Allocation	77
Communicating With Extremely Large-Scale Array/Surface: Unified Modeling and Performance Analysis	77
Space-Air-Ground Integrated Networks: Outage Performance Analysis	77
Joint Resource Allocation and Incentive Design for Blockchain-Based Mobile Edge Computing	76
Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach	76
Channel Measurement and Ray-Tracing-Statistical Hybrid Modeling for Low-Terahertz Indoor Communications	75
Unfolding WMMSE Using Graph Neural Networks for Efficient Power Allocation	74
Joint Cache Placement, Flight Trajectory, and Transmission Power Optimization for Multi-UAV Assisted Wireless Networks	74
Optimized Waveforms for 5G–6G Communication With Sensing: Theory, Simulations and Experiments	73
A Novel Multimodal Collaborative Drone-Assisted VANET Networking Model	72
Reconfigurable Intelligent Surfaces Aided mmWave NOMA: Joint Power Allocation, Phase Shifts, and Hybrid Beamforming Optimization	72
Radio Map-Based 3D Path Planning for Cellular-Connected UAV	71
Hybrid Evolutionary-Based Sparse Channel Estimation for IRS-Assisted mmWave MIMO Systems	71
Delay-Phase Precoding for Wideband THz Massive MIMO	70
Cooperative Spectrum Sensing Optimization in Energy-Harvesting Cognitive Radio Networks	70
Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks	69
Energy Efficient Robust Beamforming and Cooperative Jamming Design for IRS-Assisted MISO Networks	69
Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions	68
Cache-Aided NOMA Mobile Edge Computing: A Reinforcement Learning Approach	68
Intelligent Reflecting Surface-Assisted MU-MISO Systems With Imperfect Hardware: Channel Estimation and Beamforming Design	67
Efficiency Maximization for UAV-Enabled Mobile Relaying Systems With Laser Charging	67
Cache-Enabling UAV Communications: Network Deployment and Resource Allocation	67
Energy-Efficient Resource Management for Federated Edge Learning With CPU-GPU Heterogeneous Computing	66
Wireless-Powered Edge Computing With Cooperative UAV: Task, Time Scheduling and Trajectory Design	66
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection	65
DeepRx: Fully Convolutional Deep Learning Receiver	65
Deep Reinforcement Learning for Joint Channel Selection and Power Control in D2D Networks	65
Robust Transmission for Reconfigurable Intelligent Surface Aided Millimeter Wave Vehicular Communications With Statistical CSI	64
Deep Learning for Optimal Deployment of UAVs With Visible Light Communications	64
Trajectory Design for UAV-Enabled Multiuser Wireless Power Transfer With Nonlinear Energy Harvesting	64
Joint Computation Offloading and Trajectory Planning for UAV-Assisted Edge Computing	64
Impact of Channel Aging on Cell-Free Massive MIMO Over Spatially Correlated Channels	64
DRL-Based Partial Offloading for Maximizing Sum Computation Rate of Wireless Powered Mobile Edge Computing Network	64
Off-Grid Channel Estimation With Sparse Bayesian Learning for OTFS Systems	63
Deep Reinforcement Learning (DRL)-Based Device-to-Device (D2D) Caching With Blockchain and Mobile Edge Computing	63
Graph Embedding-Based Wireless Link Scheduling With Few Training Samples	63
Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems	63
Ultra-Dense LEO Satellite Constellations: How Many LEO Satellites Do We Need?	63
Massive MIMO-NOMA Networks With Imperfect SIC: Design and Fairness Enhancement	63
Max-Min Fairness of K-User Cooperative Rate-Splitting in MISO Broadcast Channel With User Relaying	62
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation	62
Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning	62
Hybrid Active/Passive Wireless Network Aided by Intelligent Reflecting Surface: System Modeling and Performance Analysis	62
Resource Management for Transmit Power Minimization in UAV-Assisted RIS HetNets Supported by Dual Connectivity	62
Optimization for Full-Duplex Rotary-Wing UAV-Enabled Wireless-Powered IoT Networks	62
Large System Achievable Rate Analysis of RIS-Assisted MIMO Wireless Communication With Statistical CSIT	62
Energy-Efficient Joint Task Offloading and Resource Allocation in OFDMA-Based Collaborative Edge Computing	62
3D Trajectory Optimization for Energy-Efficient UAV Communication: A Control Design Perspective	61
Pricing-Driven Service Caching and Task Offloading in Mobile Edge Computing	61
Intelligent User Association for Symbiotic Radio Networks Using Deep Reinforcement Learning	61
UAV-Assisted MEC Networks With Aerial and Ground Cooperation	61
Anchor-Assisted Channel Estimation for Intelligent Reflecting Surface Aided Multiuser Communication	61

Modeling and Architecture Design of Reconfigurable Intelligent Surfaces Using Scattering Parameter Network Analysis	61
Iterative Detection for Orthogonal Time Frequency Space Modulation With Unitary Approximate Message Passing	61
UAV Relay-Assisted Emergency Communications in IoT Networks: Resource Allocation and Trajectory Optimization	61
Resource Allocation for Hybrid NOMA MEC Offloading	60
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory	60
A Hybrid DQN and Optimization Approach for Strategy and Resource Allocation in MEC Networks	60
Rate Splitting for Uplink NOMA With Enhanced Fairness and Outage Performance	60
Joint Task Assignment and Spectrum Allocation in Heterogeneous UAV Communication Networks: A Coalition Formation Game-Theoretic Approach	60
Flexible Resource Optimization for GEO Multibeam Satellite Communication System	60
Resource Allocation and Beamforming Design in the Short Blocklength Regime for URLLC	60
Beamforming and Jamming Optimization for IRS-Aided Secure NOMA Networks	59
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO	58
Edge Computing Resource Allocation for Unmanned Aerial Vehicle Assisted Mobile Network With Blockchain Applications	58
Throughput Maximization of Mixed FSO/RF UAV-Aided Mobile Relaying With a Buffer	58
Transceiver Optimization for Wireless Powered Time-Division Duplex MU-MIMO Systems: Non-Robust and Robust Designs	57
Vertical Underwater Visible Light Communication Links: Channel Modeling and Performance Analysis	57
OTFS Channel Estimation and Data Detection Designs With Superimposed Pilots	57
Fluid Antenna Systems	56
Machine Learning-Enabled Cooperative Spectrum Sensing for Non-Orthogonal Multiple Access	56
Interference and Coverage Analysis for Terahertz Networks With Indoor Blockage Effects and Line-of-Sight Access Point Association	56
Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems	56
Cross Domain Iterative Detection for Orthogonal Time Frequency Space Modulation	55
Wireless Covert Communications Aided by Distributed Cooperative Jamming Over Slow Fading Channels	55
Ultra-Dense LEO Satellite Offloading for Terrestrial Networks: How Much to Pay the Satellite Operator?	54
Information Freshness in Cache Updating Systems	53
Deep Learning-Based Sum Data Rate and Energy Efficiency Optimization for MIMO-NOMA Systems	53
Joint Design for Simultaneously Transmitting and Reflecting (STAR) RIS Assisted NOMA Systems	53
Deep Learning for Radio Resource Allocation With Diverse Quality-of-Service Requirements in 5G	53
Channel Estimation and User Localization for IRS-Assisted MIMO-OFDM Systems	53
5G Positioning and Mapping With Diffuse Multipath	53
Joint User Identification, Channel Estimation, and Signal Detection for Grant-Free NOMA	53
Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding	53
Achievable Rate Analysis and Phase Shift Optimization on Intelligent Reflecting Surface With Hardware Impairments	53
Reconfigurable Intelligent Surfaces-Assisted Multiuser MIMO Uplink Transmission With Partial CSI	52
Hybrid NOMA Offloading in Multi-User MEC Networks	52
Federated Learning With Non-IID Data in Wireless Networks	52
Receiver Design and Time of Arrival Estimation for Opportunistic Localization With 5G Signals	52
Joint Optimization of Transmission and Computation Resources for Satellite and High Altitude Platform Assisted Edge Computing	52
Compressive Sampling Framework for 2D-DOA and Polarization Estimation in mmWave Polarized Massive MIMO Systems	52
QoS-Driven Spectrum Sharing for Reconfigurable Intelligent Surfaces (RISs) Aided Vehicular Networks	52
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder	51
Joint Symbol-Level Precoding and Reflecting Designs for IRS-Enhanced MU-MISO Systems	51
Receiver Design for OTFS with a Fractionally Spaced Sampling Approach	51
Optimal Deployment of Tethered Drones for Maximum Cellular Coverage in User Clusters	51
Self-Learning Based Computation Offloading for Internet of Vehicles: Model and Algorithm	51
Hierarchical Codebook-Based Multiuser Beam Training for Millimeter Wave Massive MIMO	51
Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation	51
Energy-Efficient Mode Selection and Resource Allocation for D2D-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach	51
Radio Positioning With EM Processing of the Spherical Wavefront	50
Blind Federated Edge Learning	50
Fourier Plane-Wave Series Expansion for Holographic MIMO Communications	50
Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach	49
Robust Secure Beamforming Design for Two-User Downlink MISO Rate-Splitting Systems	49
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers	49
Physical-Layer Assisted Secure Offloading in Mobile-Edge Computing	49
Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach	48
Signal and System Design for Wireless Power Transfer: Prototype, Experiment and Validation	48
Improvement of the Global Connectivity Using Integrated Satellite-Airborne-Terrestrial Networks With Resource Optimization	48
Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming	47
Resource Allocation in STAR-RIS-Aided Networks: OMA and NOMA	47
Collaborative Multi-Resource Allocation in Terrestrial-Satellite Network Towards 6G	47
Joint Service Caching, Computation Offloading and Resource Allocation in Mobile Edge Computing Systems	47
Deterministic Pilot Design and Channel Estimation for Downlink Massive MIMO-OTFS Systems in Presence of the Fractional Doppler	47
AI-Driven Blind Signature Classification for IoT Connectivity: A Deep Learning Approach	47
The Application of Deep Reinforcement Learning to Distributed Spectrum Access in Dynamic Heterogeneous Environments With Partial Observations	47
Hybrid Precoding for WideBand Millimeter Wave MIMO Systems in the Face of Beam Squint	46
LOS/NLOS Near-Field Localization With a Large Reconfigurable Intelligent Surface	46
Inter-Plane Inter-Satellite Connectivity in Dense LEO Constellations	46
On the Performance of Multi-Antenna IRS-Assisted NOMA Networks With Continuous and Discrete IRS Phase Shifting	46
IRS-Aided Wireless Powered MEC Systems: TDMA or NOMA for Computation Offloading?	46
Estimating Doubly-Selective Channels for Hybrid mmWave Massive MIMO Systems: A Doubly-Sparse Approach	46
Latency-and-Coverage Aware Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks	45
Sparse or Dense: A Comparative Study of Code-Domain NOMA Systems	45
Deep Learning for Wireless Coded Caching With Unknown and Time-Variant Content Popularity	45
Transmit Sequence Design for Dual-Function Radar-Communication System With One-Bit DACs	45
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface Assisted NOMA Networks	45
D2D-Assisted Multi-User Cooperative Partial Offloading, Transmission Scheduling and Computation Allocating for MEC	45
Real-Time Remote Estimation With Hybrid ARQ in Wireless Networked Control	45
On the Secrecy Design of STAR-RIS Assisted Uplink NOMA Networks	45
Mobile Edge Computing-Enabled Heterogeneous Networks	45
On the Optimality of the Whittle’s Index Policy for Minimizing the Age of Information	45
Resource Allocation for NOMA-MEC Systems in Ultra-Dense Networks: A Learning Aided Mean-Field Game Approach	45
UAV-Assisted RF/FSO Relay System for Space-Air-Ground Integrated Network: A Performance Analysis	45
IRS-Aided WPCNs: A New Optimization Framework for Dynamic IRS Beamforming	45
Deep Learning for SVD and Hybrid Beamforming	44
Spatial Distribution of the Mean Peak Age of Information in Wireless Networks	44
Jamming-Resilient Frequency Hopping-Aided Secure Communication for Internet-of-Things in the Presence of an Untrusted Relay	44
Understanding Age of Information in Large-Scale Wireless Networks	44
Distributed Task Replication for Vehicular Edge Computing: Performance Analysis and Learning-Based Algorithm	44
Minimizing the Age of Information of Cognitive Radio-Based IoT Systems Under a Collision Constraint	44
Intelligent Reflecting Surface Aided Full-Duplex Communication: Passive Beamforming and Deployment Design	44
Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach	44
Joint Channel and Queue Aware Scheduling for Latency Sensitive Mobile Edge Computing With Power Constraints	44
Joint Dynamic Passive Beamforming and Resource Allocation for IRS-Aided Full-Duplex WPCN	44
Joint Resource Allocation and Trajectory Optimization With QoS in UAV-Based NOMA Wireless Networks	44