Deep Reinforcement Learning Based Intelligent Reflecting Surface Optimization for MISO Communication Systems

Keming Feng, Qisheng Wang, Xiao Li, +1

IEEE Wireless Communications Letters

Artificial IntelligenceMiso Communication SystemsEngineeringDeep Reinforcement LearningCommunication Engineering +13

A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications

Yiping Zuo, Jiajia Guo, Ning Gao, +3

IEEE Communications Surveys & Tutorials

Artificial IntelligenceWireless CommunicationsEngineeringComprehensive SurveyEdge Computing +11

Coverage Enhancement by Deploying RIS in 5G Commercial Mobile Networks: Field Trials

Jian Sang, Yifei Yuan, Wankai Tang, +5

IEEE Wireless Communications

5G NetworksElectrical EngineeringEngineeringHigh Coverage5G System +11

Joint Transmit Beamforming and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Systems

Jinghe Wang, Hanqing Wang, Yu Han, +2

IEEE Transactions on Cognitive Communications and Networking

Mimo SystemTight Upper BoundEngineeringPhase Shift DesignJoint Transmit Beamforming +12

Statistical 3-D Beamforming for Large-Scale MIMO Downlink Systems Over Rician Fading Channels

Xiao Li, Shi Jin, Himal A. Suraweera, +2

IEEE Transactions on Communications

Mimo SystemEngineeringMulti-user DetectionMultiuser MimoAntenna +10

Spectral Efficiency of DFT-Based Processing Hybrid Architectures in Massive MIMO

Weiqiang Tan, Michail Matthaiou, Shi Jin, +1

IEEE Wireless Communications Letters

Dft ProcessingMimo SystemMulti-carrier CommunicationEngineeringMultiplexing +10

PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems With Deep Reinforcement Learning

Qisheng Wang, Keming Feng, Xiao Li, +1

IEEE Wireless Communications Letters

Wireless CommunicationsMimo SystemMillimeter Wave TechnologyEngineeringDeep Reinforcement Learning +12

Reconfigurable Intelligent Surface: Power Consumption Modeling and Practical Measurement Validation

Jinghe Wang, Wankai Tang, Jing Cheng Liang, +6

IEEE Transactions on Communications

EngineeringEnergy EfficiencyComputer ArchitectureEmbedded SystemsPower Electronics +19

Nonconvex Robust Low-Rank Matrix Recovery

Xiao Li, Zhihui Zhu, Anthony Man–Cho So, +1

SIAM Journal on Optimization

Mathematical ProgrammingLow-rank MatrixSubgradient MethodSparse RepresentationEngineering +13

Three-Dimensional Beamforming for Large-Scale FD-MIMO Systems Exploiting Statistical Channel State Information

Xiao Li, Shi Jin, Xiqi Gao, +1

IEEE Transactions on Vehicular Technology

Transmission AlgorithmWireless CommunicationsMimo SystemEngineeringThree-dimensional Beamforming +11