IEEE Transactions on Wireless Communications

Article	Citations
Wireless Communications With Reconfigurable Intelligent Surface: Path Loss Modeling and Experimental Measurement	705
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks	685
Multicell MIMO Communications Relying on Intelligent Reflecting Surfaces	598
Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks	509
Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis	480
Energy Efficient Federated Learning Over Wireless Communication Networks	463
Federated Learning Over Wireless Fading Channels	347
Asymptotic Max-Min SINR Analysis of Reconfigurable Intelligent Surface Assisted MISO Systems	285
Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications	283
Exploiting Intelligent Reflecting Surfaces in NOMA Networks: Joint Beamforming Optimization	258
Simultaneously Transmitting and Reflecting (STAR) RIS Aided Wireless Communications	233
Active Reconfigurable Intelligent Surface-Aided Wireless Communications	219
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning	209
Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels	205
Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective	198
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning	194
Intelligent Reflecting Surface Assisted Multi-User OFDMA: Channel Estimation and Training Design	192
Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing Systems	183
Radar-Assisted Predictive Beamforming for Vehicular Links: Communication Served by Sensing	183
A Crowdsourcing Framework for On-Device Federated Learning	174
Intelligent Reflecting Surface Enhanced Wireless Networks: Two-Timescale Beamforming Optimization	172
On the Effectiveness of OTFS for Joint Radar Parameter Estimation and Communication	172
Computation Efficiency Maximization in Wireless-Powered Mobile Edge Computing Networks	168
Convergence Time Optimization for Federated Learning Over Wireless Networks	167
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis	166

Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis	164
Online Distributed Offloading and Computing Resource Management With Energy Harvesting for Heterogeneous MEC-Enabled IoT	162
Aerial Intelligent Reflecting Surface: Joint Placement and Passive Beamforming Design With 3D Beam Flattening	162
Multi-Armed Bandit-Based Client Scheduling for Federated Learning	160
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach	154
Double-IRS Assisted Multi-User MIMO: Cooperative Passive Beamforming Design	150
Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN	147
Adaptive Neural Signal Detection for Massive MIMO	139
Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches	138
Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems	138
Sum-Rate Maximization for IRS-Assisted UAV OFDMA Communication Systems	135
3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach	135
Robust Secure UAV Communications With the Aid of Reconfigurable Intelligent Surfaces	131
Channel Estimation for RIS-Aided mmWave MIMO Systems via Atomic Norm Minimization	129
Robust Transmission Design for Intelligent Reflecting Surface-Aided Secure Communication Systems With Imperfect Cascaded CSI	129
Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness	129
Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach	125
UAV-Assisted Intelligent Reflecting Surface Symbiotic Radio System	124
Downlink and Uplink Intelligent Reflecting Surface Aided Networks: NOMA and OMA	122
Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces	121
Bayesian Predictive Beamforming for Vehicular Networks: A Low-Overhead Joint Radar-Communication Approach	120
Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications	119
UAV-to-UAV Communications in Cellular Networks	118
Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective	118
Hybrid Offline-Online Design for UAV-Enabled Data Harvesting in Probabilistic LoS Channels	116
Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks	116
Over-the-Air Computation Systems: Optimization, Analysis and Scaling Laws	116
Offloading and Resource Allocation With General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach	116
Local Partial Zero-Forcing Precoding for Cell-Free Massive MIMO	115
Joint Reflecting and Precoding Designs for SER Minimization in Reconfigurable Intelligent Surfaces Assisted MIMO Systems	115
DeepNOMA: A Unified Framework for NOMA Using Deep Multi-Task Learning	112
Secure Radar-Communication Systems With Malicious Targets: Integrating Radar, Communications and Jamming Functionalities	110
Optimized Power Control for Over-the-Air Computation in Fading Channels	109
Reconfigurable Intelligent Surfaces With Reflection Pattern Modulation: Beamforming Design and Performance Analysis	107
Resource Allocation for Multi-Cell IRS-Aided NOMA Networks	107
Reconfigurable Intelligent Surface-Assisted Non-Orthogonal Multiple Access	106
Overhead-Aware Design of Reconfigurable Intelligent Surfaces in Smart Radio Environments	105
Analytical Channel Models for Millimeter Wave UAV Networks Under Hovering Fluctuations	104
Resource Allocation for Intelligent Reflecting Surface Aided Wireless Powered Mobile Edge Computing in OFDM Systems	104
Energy-Efficient UAV Backscatter Communication With Joint Trajectory Design and Resource Optimization	103
Cell-Free Massive MIMO for Wireless Federated Learning	102
Achievable Rate Optimization for MIMO Systems With Reconfigurable Intelligent Surfaces	101
A General 3D Non-Stationary Wireless Channel Model for 5G and Beyond	100
Enhancing Secure MIMO Transmission via Intelligent Reflecting Surface	100
Joint Transceiver and Large Intelligent Surface Design for Massive MIMO mmWave Systems	99
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems	98
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming	98
Covert Communication in Intelligent Reflecting Surface-Assisted NOMA Systems: Design, Analysis, and Optimization	97
Power Control Based on Deep Reinforcement Learning for Spectrum Sharing	97
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection	96

Mobility-Aware Joint Task Scheduling and Resource Allocation for Cooperative Mobile Edge Computing	92
Multi-Mode OAM Radio Waves: Generation, Angle of Arrival Estimation and Reception With UCAs	92
Power Control in Cellular Massive MIMO With Varying User Activity: A Deep Learning Solution	91
Performance Analysis of Coded OTFS Systems Over High-Mobility Channels	90
Intelligent Reflecting Surface (IRS)-Aided Covert Wireless Communications With Delay Constraint	90
Machine Learning-Enabled LOS/NLOS Identification for MIMO Systems in Dynamic Environments	89
Reinforcement Learning Based Capacity Management in Multi-Layer Satellite Networks	89
Joint Beam Training and Positioning for Intelligent Reflecting Surfaces Assisted Millimeter Wave Communications	88
Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV With Deep Reinforcement Learning	87
Multi-Agent Deep Reinforcement Learning for Task Offloading in UAV-Assisted Mobile Edge Computing	87
Joint Power Allocation and Load Balancing Optimization for Energy-Efficient Cell-Free Massive MIMO Networks	86
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge	86
MetaLocalization: Reconfigurable Intelligent Surface Aided Multi-User Wireless Indoor Localization	86
5G mmWave Cooperative Positioning and Mapping Using Multi-Model PHD Filter and Map Fusion	85
Joint Beamforming Design and Power Splitting Optimization in IRS-Assisted SWIPT NOMA Networks	85
An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach	84
Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO	84
Joint Deployment and Multiple Access Design for Intelligent Reflecting Surface Assisted Networks	84
UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks	81
Reconfigurable Intelligent Surface Assisted Device-to-Device Communications	81
Age of Information in a Cellular Internet of UAVs: Sensing and Communication Trade-Off Design	81
Beam Focusing for Near-Field Multiuser MIMO Communications	79
Federated Learning via Intelligent Reflecting Surface	78
Performance Analysis of Intelligent Reflecting Surface Assisted NOMA Networks	78
Intelligent Omni-Surfaces: Ubiquitous Wireless Transmission by Reflective-Refractive Metasurfaces	78
Machine Learning-Based Channel Prediction in Massive MIMO With Channel Aging	78
Deep Transfer Learning for Signal Detection in Ambient Backscatter Communications	78
Deep Learning for Channel Estimation: Interpretation, Performance, and Comparison	77
Joint Optimization of Radio and Computational Resources Allocation in Blockchain-Enabled Mobile Edge Computing Systems	77
Reconfigurable Intelligent Surface-Assisted Cell-Free Massive MIMO Systems Over Spatially-Correlated Channels	76
Delay-Aware Computation Offloading in NOMA MEC Under Differentiated Uploading Delay	76
RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks	76
Multi-Cell Mobile Edge Computing: Joint Service Migration and Resource Allocation	76
Gradient Statistics Aware Power Control for Over-the-Air Federated Learning	75
DOA and Polarization Estimation for Non-Circular Signals in 3-D Millimeter Wave Polarized Massive MIMO Systems	74
Space-Air-Ground Integrated Networks: Outage Performance Analysis	74
Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach	73
Energy Efficiency and Traffic Offloading Optimization in Integrated Satellite/Terrestrial Radio Access Networks	72
A Novel Multimodal Collaborative Drone-Assisted VANET Networking Model	71
Joint Resource Allocation and Incentive Design for Blockchain-Based Mobile Edge Computing	70
Secure 3D Mobile UAV Relaying for Hybrid Satellite-Terrestrial Networks	70
Unfolding WMMSE Using Graph Neural Networks for Efficient Power Allocation	70
Reconfigurable Intelligent Surfaces Aided mmWave NOMA: Joint Power Allocation, Phase Shifts, and Hybrid Beamforming Optimization	70
Radio Map-Based 3D Path Planning for Cellular-Connected UAV	69
Optimized Waveforms for 5G–6G Communication With Sensing: Theory, Simulations and Experiments	69
Joint Cache Placement, Flight Trajectory, and Transmission Power Optimization for Multi-UAV Assisted Wireless Networks	68
Cooperative Spectrum Sensing Optimization in Energy-Harvesting Cognitive Radio Networks	68
Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks	67
Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions	67
Efficiency Maximization for UAV-Enabled Mobile Relaying Systems With Laser Charging	67
Communicating With Extremely Large-Scale Array/Surface: Unified Modeling and Performance Analysis	67
Channel Measurement and Ray-Tracing-Statistical Hybrid Modeling for Low-Terahertz Indoor Communications	67
Cache-Aided NOMA Mobile Edge Computing: A Reinforcement Learning Approach	66
Energy Efficient Robust Beamforming and Cooperative Jamming Design for IRS-Assisted MISO Networks	65
Energy-Efficient Resource Management for Federated Edge Learning With CPU-GPU Heterogeneous Computing	65
Hybrid Evolutionary-Based Sparse Channel Estimation for IRS-Assisted mmWave MIMO Systems	65
Intelligent Reflecting Surface-Assisted MU-MISO Systems With Imperfect Hardware: Channel Estimation and Beamforming Design	64
Joint Computation Offloading and Trajectory Planning for UAV-Assisted Edge Computing	63
Delay-Phase Precoding for Wideband THz Massive MIMO	63
Deep Reinforcement Learning for Joint Channel Selection and Power Control in D2D Networks	63
Wireless-Powered Edge Computing With Cooperative UAV: Task, Time Scheduling and Trajectory Design	63
Max-Min Fairness of K-User Cooperative Rate-Splitting in MISO Broadcast Channel With User Relaying	62
Robust Transmission for Reconfigurable Intelligent Surface Aided Millimeter Wave Vehicular Communications With Statistical CSI	62
Deep Learning for Optimal Deployment of UAVs With Visible Light Communications	62
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection	62
Impact of Channel Aging on Cell-Free Massive MIMO Over Spatially Correlated Channels	62
DeepRx: Fully Convolutional Deep Learning Receiver	62
Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems	62
Massive MIMO-NOMA Networks With Imperfect SIC: Design and Fairness Enhancement	62
Graph Embedding-Based Wireless Link Scheduling With Few Training Samples	61
Intelligent User Association for Symbiotic Radio Networks Using Deep Reinforcement Learning	61
Off-Grid Channel Estimation With Sparse Bayesian Learning for OTFS Systems	61
Optimization for Full-Duplex Rotary-Wing UAV-Enabled Wireless-Powered IoT Networks	61
Cache-Enabling UAV Communications: Network Deployment and Resource Allocation	61
Pricing-Driven Service Caching and Task Offloading in Mobile Edge Computing	60
Trajectory Design for UAV-Enabled Multiuser Wireless Power Transfer With Nonlinear Energy Harvesting	60
Large System Achievable Rate Analysis of RIS-Assisted MIMO Wireless Communication With Statistical CSIT	60
Joint Task Assignment and Spectrum Allocation in Heterogeneous UAV Communication Networks: A Coalition Formation Game-Theoretic Approach	60
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation	60
Anchor-Assisted Channel Estimation for Intelligent Reflecting Surface Aided Multiuser Communication	59

Deep Reinforcement Learning (DRL)-Based Device-to-Device (D2D) Caching With Blockchain and Mobile Edge Computing	59
Rate Splitting for Uplink NOMA With Enhanced Fairness and Outage Performance	59
Ultra-Dense LEO Satellite Constellations: How Many LEO Satellites Do We Need?	59
Resource Allocation and Beamforming Design in the Short Blocklength Regime for URLLC	59
Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning	58
Resource Management for Transmit Power Minimization in UAV-Assisted RIS HetNets Supported by Dual Connectivity	58
Hybrid Active/Passive Wireless Network Aided by Intelligent Reflecting Surface: System Modeling and Performance Analysis	58
Resource Allocation for Hybrid NOMA MEC Offloading	58
Throughput Maximization of Mixed FSO/RF UAV-Aided Mobile Relaying With a Buffer	57
3D Trajectory Optimization for Energy-Efficient UAV Communication: A Control Design Perspective	57
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory	57
Iterative Detection for Orthogonal Time Frequency Space Modulation With Unitary Approximate Message Passing	57
Flexible Resource Optimization for GEO Multibeam Satellite Communication System	56
Vertical Underwater Visible Light Communication Links: Channel Modeling and Performance Analysis	56
Machine Learning-Enabled Cooperative Spectrum Sensing for Non-Orthogonal Multiple Access	56
UAV-Assisted MEC Networks With Aerial and Ground Cooperation	56
Interference and Coverage Analysis for Terahertz Networks With Indoor Blockage Effects and Line-of-Sight Access Point Association	56
Energy-Efficient Joint Task Offloading and Resource Allocation in OFDMA-Based Collaborative Edge Computing	55
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO	55
UAV Relay-Assisted Emergency Communications in IoT Networks: Resource Allocation and Trajectory Optimization	55
Edge Computing Resource Allocation for Unmanned Aerial Vehicle Assisted Mobile Network With Blockchain Applications	55
Modeling and Architecture Design of Reconfigurable Intelligent Surfaces Using Scattering Parameter Network Analysis	54
A Hybrid DQN and Optimization Approach for Strategy and Resource Allocation in MEC Networks	54
OTFS Channel Estimation and Data Detection Designs With Superimposed Pilots	54
Beamforming and Jamming Optimization for IRS-Aided Secure NOMA Networks	54
Information Freshness in Cache Updating Systems	53
Ultra-Dense LEO Satellite Offloading for Terrestrial Networks: How Much to Pay the Satellite Operator?	53
Transceiver Optimization for Wireless Powered Time-Division Duplex MU-MIMO Systems: Non-Robust and Robust Designs	53
Cross Domain Iterative Detection for Orthogonal Time Frequency Space Modulation	53
5G Positioning and Mapping With Diffuse Multipath	52
Joint User Identification, Channel Estimation, and Signal Detection for Grant-Free NOMA	52
Deep Learning for Radio Resource Allocation With Diverse Quality-of-Service Requirements in 5G	52
Reconfigurable Intelligent Surfaces-Assisted Multiuser MIMO Uplink Transmission With Partial CSI	51
QoS-Driven Spectrum Sharing for Reconfigurable Intelligent Surfaces (RISs) Aided Vehicular Networks	51
Bandwidth-Agile Image Transmission With Deep Joint Source-Channel Coding	51
Deep Learning-Based Sum Data Rate and Energy Efficiency Optimization for MIMO-NOMA Systems	51
Receiver Design and Time of Arrival Estimation for Opportunistic Localization With 5G Signals	50
Joint Symbol-Level Precoding and Reflecting Designs for IRS-Enhanced MU-MISO Systems	50
DRL-Based Partial Offloading for Maximizing Sum Computation Rate of Wireless Powered Mobile Edge Computing Network	50
Energy-Efficient Mode Selection and Resource Allocation for D2D-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach	50
Fluid Antenna Systems	50
Blind Federated Edge Learning	49
Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation	49
Receiver Design for OTFS with a Fractionally Spaced Sampling Approach	49
Federated Learning With Non-IID Data in Wireless Networks	49
Wireless Covert Communications Aided by Distributed Cooperative Jamming Over Slow Fading Channels	49
Mobile Edge Computing Meets mmWave Communications: Joint Beamforming and Resource Allocation for System Delay Minimization	49
Robust Secure Beamforming Design for Two-User Downlink MISO Rate-Splitting Systems	49
Hierarchical Codebook-Based Multiuser Beam Training for Millimeter Wave Massive MIMO	48
Radio Positioning With EM Processing of the Spherical Wavefront	48
Channel Estimation for Reconfigurable Intelligent Surface Aided Multi-User mmWave MIMO Systems	48
Physical-Layer Assisted Secure Offloading in Mobile-Edge Computing	48
Joint Design for Simultaneously Transmitting and Reflecting (STAR) RIS Assisted NOMA Systems	48
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder	47
Optimal Deployment of Tethered Drones for Maximum Cellular Coverage in User Clusters	47
Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach	47
Achievable Rate Analysis and Phase Shift Optimization on Intelligent Reflecting Surface With Hardware Impairments	47
Hybrid NOMA Offloading in Multi-User MEC Networks	46
Estimating Doubly-Selective Channels for Hybrid mmWave Massive MIMO Systems: A Doubly-Sparse Approach	46
Signal and System Design for Wireless Power Transfer: Prototype, Experiment and Validation	46
AI-Driven Blind Signature Classification for IoT Connectivity: A Deep Learning Approach	46
Self-Learning Based Computation Offloading for Internet of Vehicles: Model and Algorithm	46
Compressive Sampling Framework for 2D-DOA and Polarization Estimation in mmWave Polarized Massive MIMO Systems	46
Channel Estimation and User Localization for IRS-Assisted MIMO-OFDM Systems	46
Improvement of the Global Connectivity Using Integrated Satellite-Airborne-Terrestrial Networks With Resource Optimization	45
Mobile Edge Computing-Enabled Heterogeneous Networks	45
Resource Allocation in STAR-RIS-Aided Networks: OMA and NOMA	45
The Application of Deep Reinforcement Learning to Distributed Spectrum Access in Dynamic Heterogeneous Environments With Partial Observations	45
Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach	45
Joint Service Caching, Computation Offloading and Resource Allocation in Mobile Edge Computing Systems	45
Fourier Plane-Wave Series Expansion for Holographic MIMO Communications	45
Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming	45
Deterministic Pilot Design and Channel Estimation for Downlink Massive MIMO-OTFS Systems in Presence of the Fractional Doppler	44
Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach	44
Deep Learning for SVD and Hybrid Beamforming	44
IRS-Aided WPCNs: A New Optimization Framework for Dynamic IRS Beamforming	44
On the Optimality of the Whittle’s Index Policy for Minimizing the Age of Information	44
Latency-and-Coverage Aware Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks	44
Real-Time Remote Estimation With Hybrid ARQ in Wireless Networked Control	44
Edge Computing-Enabled Cell-Free Massive MIMO Systems	44
A Lightweight and Secure Group Key Based Handover Authentication Protocol for the Software-Defined Space Information Network	44
Joint Optimization of Transmission and Computation Resources for Satellite and High Altitude Platform Assisted Edge Computing	44
Sparse or Dense: A Comparative Study of Code-Domain NOMA Systems	44
Transmit Sequence Design for Dual-Function Radar-Communication System With One-Bit DACs	44
Joint Channel and Queue Aware Scheduling for Latency Sensitive Mobile Edge Computing With Power Constraints	43
On the Secrecy Design of STAR-RIS Assisted Uplink NOMA Networks	43
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface Assisted NOMA Networks	43
Inter-Plane Inter-Satellite Connectivity in Dense LEO Constellations	43
Resource Allocation for NOMA-MEC Systems in Ultra-Dense Networks: A Learning Aided Mean-Field Game Approach	43
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers	43
Collaborative Multi-Resource Allocation in Terrestrial-Satellite Network Towards 6G	43
Hybrid Precoding for WideBand Millimeter Wave MIMO Systems in the Face of Beam Squint	43
Machine Learning-Based Resource Allocation in Satellite Networks Supporting Internet of Remote Things	43
Intelligent Reflecting Surface Aided Full-Duplex Communication: Passive Beamforming and Deployment Design	42
Throughput and Age of Information in a Cellular-Based IoT Network	42