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智能反射面辅助的毫米波MIMO系统波束成形设计
引用本文:戈忠义,岳殿武,李光辉,魏思悦,苏雨苗.智能反射面辅助的毫米波MIMO系统波束成形设计[J].电讯技术,2023(1):7-13.
作者姓名:戈忠义  岳殿武  李光辉  魏思悦  苏雨苗
作者单位:大连海事大学 信息科学技术学院,辽宁 大连 116026
基金项目:国家自然科学基金资助项目(61971081)
摘    要:智能反射面(Intelligent Reflecting Surface, IRS),也被称为可重构智能表面(Reconfigurable Intelligent Surface, RIS)或大型智能表面(Large Intelligent Surface, LIS),通过重新配置无线通信传输环境,可以有效提高通信质量。考虑IRS辅助的毫米波多输入多输出(Multiple-Input Multiple-Output, MIMO)下行系统,通过采用流形优化(Manifold Optimization, MO)技术处理,协同优化IRS的无源波束成形、功率分配、预编码矩阵以及合并矩阵,以最大化多用户和速率。由于利用流形优化算法设计的最佳目标函数是非凸的,因此利用毫米波级联信道的内在结构,将非凸问题转换为更加容易处理的问题。仿真结果表明,所采用的MO方案能获得比最小均方误差(Minimum Mean Square Error, MMSE)方案以及随机相位方案更好的和速率性能。

关 键 词:毫米波通信  多输入多输出(MIMO)系统  智能反射面(IRS)  流形优化  波束成形

Beamforming design of millimeter wave MIMO system assisted by intelligent reflecting surface
GE Zhongyi,YUE Dianwu,LI Guanghui,WEI Siyue,SU Yumiao.Beamforming design of millimeter wave MIMO system assisted by intelligent reflecting surface[J].Telecommunication Engineering,2023(1):7-13.
Authors:GE Zhongyi  YUE Dianwu  LI Guanghui  WEI Siyue  SU Yumiao
Affiliation:School of Information Science and Technology,Dalian Maritime University,Dalian 116026,China
Abstract:Intelligent reflecting surface(IRS),also known as reconfigurable intelligent surface(RIS) or large intelligent surface(LIS),can effectively improve communication quality.In consideration of the IRS-assisted millimeter-wave multiple-input multiple-output(MIMO) downlink system,and through the use of manifold optimization(MO) technology processing,the passive beamforming,power allocation,precoding matrix and merging matrix of the IRS are collaboratively optimized to maximize multi-user sum-rate.Since the optimal objective function designed by the MO algorithm is non-convex,the internal structure of the millimeter-wave cascade channel is used to convert the non-convex problem into a problem easier to handle.The simulation results show that the adopted MO scheme can obtain better sum-rate performance than the minimum mean square error(MMSE) scheme and the random phase scheme.
Keywords:millimeter wave communication  multiple-input multiple-output(MIMO) system  intelligent reflecting surface(IRS)  manifold optimization  beamforming
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