Robust Design for Intelligent Reflecting Surfaces Assisted MISO Systems

被引:70
|
作者
Zhang, Jiezhi [1 ,2 ]
Zhang, Yu [3 ,4 ]
Zhong, Caijun [1 ,2 ]
Zhang, Zhaoyang [1 ,2 ]
机构
[1] Zhejiang Univ, Coll Informat Sci & Elect Engn, Hangzhou 310027, Peoples R China
[2] Zhejiang Prov Key Lab Informat Proc Commun & Netw, Hangzhou 310027, Peoples R China
[3] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310027, Peoples R China
[4] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Array signal processing; MISO communication; Optimization; Channel estimation; Linear programming; Wireless communication; Equalizers; IRS; robust beamforming; MMSE; majorization-minimization; COMMUNICATION; OPTIMIZATION;
D O I
10.1109/LCOMM.2020.3002557
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this work, we study the statistically robust beamforming design for an intelligent reflecting surfaces (IRS) assisted multiple-input single-output (MISO) wireless system under imperfect channel state information (CSI), where the channel estimation errors are assumed to be additive Gaussian. We aim at jointly optimizing the transmit/receive beamformers and IRS phase shifts to minimize the average mean squared error (MSE) at the user. In particular, to tackle the non-convex optimization problem, an efficient algorithm is developed by capitalizing on alternating optimization and majorization-minimization techniques. Simulation results show that the proposed scheme achieves robust MSE performance in the presence of CSI error, and substantially outperforms conventional non-robust methods.
引用
收藏
页码:2353 / 2357
页数:5
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