IEEE Wireless Communications

Article	Citations
Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends	714
A Speculative Study on 6G	478
6G: Opening New Horizons for Integration of Comfort, Security, and Intelligence	434
Vision, Requirements, and Technology Trend of 6G: How to Tackle the Challenges of System Coverage, Capacity, User Data-Rate and Movement Speed	384
Reliable Federated Learning for Mobile Networks	331
Ten Challenges in Advancing Machine Learning Technologies toward 6G	243
Orthogonal Time-Frequency Space Modulation: A Promising Next-Generation Waveform	224
STAR: Simultaneous Transmission and Reflection for 360° Coverage by Intelligent Surfaces	217
Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health	189
Wireless Communications with Programmable Metasurface: New Paradigms, Opportunities, and Challenges on Transceiver Design	189
Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G	178
A Secure Federated Learning Framework for 5G Networks	170
Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities	164
Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications	161
When UAV Meets IRS: Expanding Air-Ground Networks via Passive Reflection	160
Intelligent Reflective Surface Based 6G Communications for Sustainable Energy Infrastructure	114
Massive Access for Future Wireless Communication Systems	113
Semantic Communications: Overview, Open Issues, and Future Research Directions	111
Intelligent Reflecting Surface Placement Optimization in Air-Ground Communication Networks Toward 6G	111
Non-Stationarities in Extra-Large-Scale Massive MIMO	107
Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications	101
Enabling 5G on the Ocean: A Hybrid Satellite-UAV-Terrestrial Network Solution	99
Edge-Assisted Privacy-Preserving Raw Data Sharing Framework for Connected Autonomous Vehicles	96
Full Duplex Radio/Radar Technology: The Enabler for Advanced Joint Communication and Sensing	95
Reconfigurable Intelligent Surfaces: Potentials, Applications, and Challenges for 6G Wireless Networks	93

Intelligent Task Offloading in Vehicular Edge Computing Networks	92
The Roadmap of Communication and Networking in 6G for the Metaverse	90
Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven	86
A Path to Smart Radio Environments: An Industrial Viewpoint on Reconfigurable Intelligent Surfaces	86
Over-the-Air Computing for Wireless Data Aggregation in Massive IoT	85
Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends	84
AI-Native Network Slicing for 6G Networks	82
Big-Data-Based Intelligent Spectrum Sensing for Heterogeneous Spectrum Communications in 5G	82
Smart and Reconfigurable Wireless Communications: From IRS Modeling to Algorithm Design	81
Deep Learning for Wireless Communications: An Emerging Interdisciplinary Paradigm	76
NOMA-Assisted Secure Short-Packet Communications in IoT	74
Vehicular Blockchain-Based Collective Learning for Connected and Autonomous Vehicles	73
What Role Do Intelligent Reflecting Surfaces Play in Multi-Antenna Non-Orthogonal Multiple Access?	72
Space-Air-Ground IoT Network and Related Key Technologies	71
Maritime Internet of Things: Challenges and Solutions	70
UAV-Enabled SWIPT in IoT Networks for Emergency Communications	70
Edge Intelligence for Autonomous Driving in 6G Wireless System: Design Challenges and Solutions	68
UAV-Aided Cellular Communications with Deep Reinforcement Learning Against Jamming	67
Enabling Smart Reflection in Integrated Air-Ground Wireless Network: IRS Meets UAV	64
Deep Federated Learning Enhanced Secure POI Microservices for Cyber-Physical Systems	64
Reconfigurable Intelligent Surfaces for Future Wireless Networks: A Channel Modeling Perspective	63
When Serverless Computing Meets Edge Computing: Architecture, Challenges, and Open Issues	61
Covert Communication in UAV-Assisted Air-Ground Networks	60
Beam-Space Multiplexing: Practice, Theory, and Trends, From 4G TD-LTE, 5G, to 6G and Beyond	60
Hybrid Beamforming for Terahertz Wireless Communications: Challenges, Architectures, and Open Problems	57
Resource Management in Space-Air-Ground Integrated Vehicular Networks: SDN Control and AI Algorithm Design	55
Toward Environment-Aware 6G Communications via Channel Knowledge Map	54
Wireless Channel Sparsity: Measurement, Analysis, and Exploitation in Estimation	54
The Next Generation Heterogeneous Satellite Communication Networks: Integration of Resource Management and Deep Reinforcement Learning	53
A Reputation Management Scheme for Efficient Malicious Vehicle Identification over 5G Networks	53
Intelligent Reflecting Surface Assisted Terahertz Communications Toward 6G	52
A Prototype of Reconfigurable Intelligent Surface with Continuous Control of the Reflection Phase	52
A Blockchain-Based Artificial Intelligence-Empowered Contagious Pandemic Situation Supervision Scheme Using Internet of Drone Things	52
Artificial Intelligence (AI)-Empowered Intrusion Detection Architecture for the Internet of Vehicles	51
UAV-Assisted Attack Prevention, Detection, and Recovery of 5G Networks	51
Single-RF MIMO: From Spatial Modulation to Metasurface-Based Modulation	51
Cross-Modal Collaborative Communications	51
Enabling Efficient Coexistence of DSRC and C-V2X in Vehicular Networks	50
Dense Small Satellite Networks for Modern Terrestrial Communication Systems: Benefits, Infrastructure, and Technologies	49
Millimeter-Wave Full Duplex Radios: New Challenges and Techniques	49
AI-Enhanced Cooperative Spectrum Sensing for Non-Orthogonal Multiple Access	48
Integrating Terrestrial and Satellite Multibeam Systems Toward 6G: Techniques and Challenges for Interference Mitigation	47
6G for Bridging the Digital Divide: Wireless Connectivity to Remote Areas	46
Energy Self-Sustainability in Full-Spectrum 6G	45
Blockchain and Artificial Intelligence for Dynamic Resource Sharing in 6G and Beyond	45
Intelligent Reflection Enabling Technologies for Integrated and Green Internet-of-Everything Beyond 5G: Communication, Sensing, and Security	44
Security and Privacy for Mobile Edge Caching: Challenges and Solutions	43
On Channel Reciprocity in Reconfigurable Intelligent Surface Assisted Wireless Networks	42
Reconfigurable Intelligent Surface-Aided Multi-User Networks: Interplay Between NOMA and RIS	42
Federated Learning and Wireless Communications	42

AI-Enabled Reliable Channel Modeling Architecture for Fog Computing Vehicular Networks	42
Artificial Intelligence Aided Next-Generation Networks Relying on UAVs	41
Extensive Edge Intelligence for Future Vehicular Networks in 6G	41
Compression and Acceleration of Neural Networks for Communications	41
Integrated 5G-Satellite Networks: A Perspective on Physical Layer Reliability and Security	41
An SDN Architecture for AUV-Based Underwater Wireless Networks to Enable Cooperative Underwater Search	41
Federated Learning for Industrial Internet of Things in Future Industries	40
Decentralized P2P Federated Learning for Privacy-Preserving and Resilient Mobile Robotic Systems	39
Opportunities for Physical Layer Security in UAV Communication Enhanced with Intelligent Reflective Surfaces	38
Quantum-Enabled 6G Wireless Networks: Opportunities and Challenges	38
Blockchain and 6G: The Future of Secure and Ubiquitous Communication	38
AI-Based Cloud-Edge-Device Collaboration in 6G Space-Air-Ground Integrated Power IoT	37
Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks	37
RIS-Aided Next-Generation High-Speed Train Communications: Challenges, Solutions, and Future Directions	37
Interference Handling Challenges toward Full Duplex Evolution in 5G and Beyond Cellular Networks	37
Digital Twins for Intelligent Authorization in the B5G-Enabled Smart Grid	37
Edge Intelligence for Empowering IoT-Based Healthcare Systems	37
Robust Edge Computing in UAV Systems via Scalable Computing and Cooperative Computing	36
V2X-Based Vehicular Positioning: Opportunities, Challenges, and Future Directions	36
Grant-Free Random Access in Machine-Type Communication: Approaches and Challenges	36
Rethinking Sustainable Sensing in Agricultural Internet of Things: From Power Supply Perspective	36
Toward the Use of Re-configurable Intelligent Surfaces in VLC Systems: Beam Steering	35
Developing NOMA to Next Generation Multiple Access: Future Vision and Research Opportunities	35
Unmanned Aerial Vehicle Swarm-Enabled Edge Computing: Potentials, Promising Technologies, and Challenges	34
Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security	34
Aerial-Ground Interference Mitigation for Cellular-Connected UAV	34
Reconfigurable Holographic Surfaces for Future Wireless Communications	34
Nine Challenges in Artificial Intelligence and Wireless Communications for 6G	33
A Unified Cognitive Learning Framework for Adapting to Dynamic Environments and Tasks	33
Blockchain Radio Access Network Beyond 5G	32
Deep-Learning-Enhanced NOMA Transceiver Design for Massive MTC: Challenges, State of the Art, and Future Directions	32
Satellite-Based Computing Networks with Federated Learning	32
mmWave IEEE 802.11ay for 5G Fixed Wireless Access	32
Creating Efficient Blockchains for the Internet of Things by Coordinated Satellite-Terrestrial Networks	32
UAV Swarm-Enabled Aerial Reconfigurable Intelligent Surface (SARIS)	32
Integration and Provision for City Public Service in Smart City Cloud Union: Architecture and Analysis	32
Subcarrier Index Modulation for Future Wireless Networks: Principles, Applications, and Challenges	32
Artificial Intelligence Aided Joint Bit Rate Selection and Radio Resource Allocation for Adaptive Video Streaming over F-RANs	31
Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO	31
Symbiotic Communications: Where Marconi Meets Darwin	31
Edge Intelligent Networking Optimization for Internet of Things in Smart City	30
AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks	30
Massive Access in Space-Based Internet of Things: Challenges, Opportunities, and Future Directions	30
Dimming Techniques of Visible Light Communications for Human-Centric Illumination Networks: State-of-the-Art, Challenges, and Trends	30
Measurement-Based Coexistence Studies of LAA & Wi-Fi Deployments in Chicago	29
Blockchain and Federated Deep Reinforcement Learning Based Secure Cloud-Edge-End Collaboration in Power IoT	29
Reconfigurable Intelligent Surface Aided Mobile Edge Computing	29
Map-Based Millimeter-Wave Channel Models: An Overview, Data for B5G Evaluation and Machine Learning	28
Collaborative Blockchain for Space-Air-Ground Integrated Networks	28
QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks	28
Federated-Learning-Based Client Scheduling for Low-Latency Wireless Communications	27
Bankruptcy Problem in Network Sharing: Fundamentals, Applications and Challenges	27
Learning to Sense: Deep Learning for Wireless Sensing with Less Training Efforts	27
Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing	26
Semantic Communication Meets Edge Intelligence	26
B-ReST: Blockchain-Enabled Resource Sharing and Transactions in Fog Computing	26
Security Risk Assessment for 5G Networks: National Perspective	26
LEO Satellite Access Network (LEO-SAN) towards 6G: Challenges and Approaches	26
Adaptive Beamforming for Multi-Function In-Band Full-Duplex Applications	25
Reconfigurable Intelligent Surface-Based Symbiotic Radio for 6G: Design, Challenges, and Opportunities	25
Rethinking Modern Communication from Semantic Coding to Semantic Communication	25
Security and Privacy for Edge Intelligence in 5G and Beyond Networks: Challenges and Solutions	25
Mobile Communications Beyond 52.6 GHz: Waveforms, Numerology, and Phase Noise Challenge	25
FPGA for 5G: Re-configurable Hardware for Next Generation Communication	24
Outlier Detection Approaches Based on Machine Learning in the Internet-of-Things	24
Age of Information in SWIPT-Enabled Wireless Communication System for 5GB	24
5G Evolution: What's Next?	24
A Hierarchical Soft RAN Slicing Framework for Differentiated Service Provisioning	24
Full Duplex Integrated Access and Backhaul for 5G NR: Analyses and Prototype Measurements	23
Wireless Communication in the Presence of Illegal Reconfigurable Intelligent Surface: Signal Leakage and Interference Attack	23
A Vision on 6G-Enabled NIB: Requirements, Technologies, Deployments, and Prospects	23
Reconfigurable Intelligent Surface for Physical Layer Key Generation: Constructive or Destructive?	23
Wireless Virtual Reality in Beyond 5G Systems with the Internet of Intelligence	23
Wireless Beam Modulation: An Energy- and Spectrum-Efficient Communication Technology for Future Massive IoT Systems	23
Information-Centric Networking in Wireless Environments: Security Risks and Challenges	22
Machine Learning for Massive Industrial Internet of Things	22
Blockchain-Enabled Applications in Next-Generation Wireless Systems: Challenges and Opportunities	22
Challenges and Novel Solutions for 5G Network Security, Privacy and Trust	22
Recent Advances on Sub-Nyquist Sampling-Based Wideband Spectrum Sensing	21
Reconfigurable Intelligent Surface-Assisted Backscatter Communication: A New Frontier for Enabling 6G IoT Networks	21

Coded Storage-and-Computation: A New Paradigm to Enhancing Intelligent Services in Space-Air-Ground Integrated Networks	21
UAV-Enabled Integrated Sensing and Communication: Opportunities and Challenges	21
A Vision of Self-Evolving Network Management for Future Intelligent Vertical HetNet	21
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems	21
Challenges and Solutions for the Satellite Tracking, Telemetry, and Command System	21
High Speed Train Communications in 5G: Design Elements to Mitigate the Impact of Very High Mobility	21
A Mobile Edge Computing (MEC)-Enabled Transcoding Framework for Blockchain-Based Video Streaming	21
Design of Full Duplex Millimeter-Wave Integrated Access and Backhaul Networks	21
Edge-Intelligence-Empowered, Unified Authentication and Trust Evaluation for Heterogeneous Beyond 5G Systems	20
When Wireless Video Streaming Meets AI: A Deep Learning Approach	20
Software Defined Internet of Things Security: Properties, State of the Art, and Future Research	20
Will OFDMA Improve the Performance of 802.11 Wifi Networks?	20
Evolution Toward 6G Multi-Band Wireless Networks: A Resource Management Perspective	20
Design Considerations of Photonic THz Communications for 6G Networks	20
Surveillance Plane Aided Air-Ground Integrated Vehicular Networks: Architectures, Applications, and Potential	20
Task-Oriented Communications for 6G: Vision, Principles, and Technologies	20
A Practical Cross-Device Federated Learning Framework over 5G Networks	20
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks	19
Toward Federated-Learning-Enabled Visible Light Communication in 6G Systems	19
Virtualized and Micro Services Provisioning in Space-Air-Ground Integrated Networks	19
Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution	19
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks	19
Ultimate Capacity Analysis of Orbital Angular Momentum Channels	19
AI-Enabled Next-Generation Communication Networks: Intelligent Agent and AI Router	19
Enabling Sustainable Energy for Smart Environment Using 5G Wireless Communication and Internet of Things	18
Toward Secure and Lightweight Access Authentication in SAGINs	18
Codebook-Based Solutions for Reconfigurable Intelligent Surfaces and Their Open Challenges	18
Analog Least Mean Square Adaptive Filtering for Self-Interference Cancellation in Full Duplex Radios	18
An Edge Computing Paradigm for Massive IoT Connectivity Over High-Altitude Platform Networks	18
Reconfigurable Intelligent Surfaces: Performance Assessment Through a System-Level Simulator	18
Disaster Relief Wireless Networks: Challenges and Solutions	18
Toward Energy-Efficient Distributed Federated Learning for 6G Networks	18
Coverage Enhancement by Deploying RIS in 5G Commercial Mobile Networks: Field Trials	18
Massive Machine-Type Communication and Satellite Integration for Remote Areas	17
Energy-Aware Task Offloading in the Internet of Things	17
Design of a Power Amplifying-RIS for Free-Space Optical Communication Systems	17
Edge Intelligence for Multi-Dimensional Resource Management in Aerial-Assisted Vehicular Networks	17
Edge Intelligence for Object Detection in Blockchain-Based Internet of Vehicles: Convergence of Symbolic and Connectionist AI	17
Reconfigurable Intelligent Surface for Low-Latency Edge Computing in 6G	17
Relay-Aided Random Access in Space-Air-Ground Integrated Networks	17
Cloud-Assisted Attribute-Based Data Sharing with Efficient User Revocation in the Internet of Things	17
Communication Challenges in Infrastructure-Vehicle Cooperative Autonomous Driving: A Field Deployment Perspective	17
Toward Zero-Touch Management and Orchestration of Massive Deployment of Network Slices in 6G	17
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions	17
Cache-Enabled Coordinated Mobile Edge Network: Opportunities and Challenges	17
Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions	17
An Integrated Optimization-Learning Framework for Online Combinatorial Computation Offloading in MEC Networks	16
Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding	16
Fundamental Wireless Performance of a Building	16
AI-Enabled Cross-Modal Communications	16
Artificial-Intelligence-Driven Fog Radio Access Networks: Recent Advances and Future Trends	16
Deep Reinforcement Learning for Handover-Aware MPTCP Congestion Control in Space-Ground Integrated Network of Railways	16
6G: The Next Horizon: From Connected People and Things to Connected Intelligence	16
Robust Spectrum Sharing in Air-Ground Integrated Networks: Opportunities and Challenges	16
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning	16
Leveraging Deep Neural Networks for Massive MIMO Data Detection	16
Physical Layer Security in the Age of Artificial Intelligence and Edge Computing	16
"Borrowing Arrows with Thatched Boats": The Art of Defeating Reactive Jammers in IoT Networks	16
A Deep Segmentation Network of Stent Structs Based on IoT for Interventional Cardiovascular Diagnosis	16
Actions at the Edge: Jointly Optimizing the Resources in Multi-Access Edge Computing	16
Automatic Network Slicing for IoT in Smart City	15
Full-Duplex Enabled Intelligent Reflecting Surface Systems: Opportunities and Challenges	15
A Vision to Smart Radio Environment: Surface Wave Communication Superhighways	15
Integrated Sensing and Communication with Reconfigurable Intelligent Surfaces: Opportunities, Applications, and Future Directions	15
Suspended Graphene Hydroacoustic Sensor for Broadband Underwater Wireless Communications	15
Backdoor Attacks and Defenses in Federated Learning: State-of-the-Art, Taxonomy, and Future Directions	15
The Collective Advantage for Advancing Communications and Intelligence	15
Beam Squint in Ultra-Wideband mmWave Systems: RF Lens Array vs. Phase-Shifter-Based Array	15
Secure and Reliable Transfer Learning Framework for 6G-Enabled Internet of Vehicles	15
NOMA-Assisted Multi-MEC Offloading for IoVT Networks	15
Spectrum Allocation for Task-Driven UAV Communication Networks Exploiting Game Theory	15
Point-to-Multipoint Coherent Architecture with Joint Resource Allocation for B5G/6G Fronthaul	15
Multi-Link Operation in IEEE 802.11be WLANs	15
Toward Energy-Efficient Federated Learning Over 5G+ Mobile Devices	15
Toward URLLC: A Full Duplex Relay System with Self-Interference Utilization or Cancellation	14
Deep Learning Based Channel Extrapolation for Large-Scale Antenna Systems: Opportunities, Challenges and Solutions	14
Beam Training and Alignment for RIS-Assisted Millimeter-Wave Systems: State of the Art and Beyond	14
Full Duplex and Dynamic TDD: Pushing the Limits of Spectrum Reuse in Multi-Cell Communications	14
Integrated Linear and Nonlinear Digital Cancellation for Full Duplex Communication	14
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data	14
Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication	14
THz Precoding for 6G: Challenges, Solutions, and Opportunities	14
Network Intelligence Empowered Industrial Robot Control in the F-RAN Environment	13
High Voltage Discharge Exhibits Severe Effect on ZigBee-Based Device in Solar Insecticidal Lamps Internet of Things	13
NOMA for Integrating Sensing and Communications towards 6G: A Multiple Access Perspective	13
Enabling Technologies for Spectrum and Energy Efficient NOMA-MmWave-MaMIMO Systems	13
Computational Models of Human Decision-Making with Application to the Internet of Everything	13
When Buffer-Aided Relaying Meets Full Duplex and NOMA	13
A Framework for MEC-Enhanced Small-Cell HetNet with Massive MIMO	13
Unmanned Surface Vessel Assisted Maritime Wireless Communication Toward 6G: Opportunities and Challenges	13
Optimizing High-Speed Mobile Networks with Smart Collaborative Theory	13
DR-SDSN: An Elastic Differentiated Routing Framework for Software-Defined Satellite Networks	13
Overcoming the Channel Estimation Barrier in Massive MIMO Communication via Deep Learning	12
Deep Learning Techniques for Advancing 6G Communications in the Physical Layer	12
Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach	12