Hybrid Precoding Design for Reconfigurable Intelligent Surface Aided mmWave Communication Systems

被引：113
作者：
Pradhan, Chandan [1 ]
Li, Ang [2 ,3 ]
Song, Lingyang [4 ]
Vucetic, Branka [1 ]
Li, Yonghui [1 ]
机构：
[1] Univ Sydney, Ctr Excellence Telecommun, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
[2] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
[3] Xi An Jiao Tong Univ, Fac Elect & Informat Engn, Xian 710049, Peoples R China
[4] Peking Univ, Dept Elect Engn & Comp Sci, Beijing 100871, Peoples R China
来源：
IEEE WIRELESS COMMUNICATIONS LETTERS | 2020年 / 9卷 / 07期
关键词：
Radio frequency; Precoding; Antenna arrays; Analog-digital conversion; Optimization; Transmission line matrix methods; mmWave communications; reconfigurable intelligent surfaces (RISs); hybrid precoding;
D O I：
10.1109/LWC.2020.2980225
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this letter, we focus on the hybrid precoding (HP) design for the reconfigurable intelligent surface (RIS) aided multi-user (MU) millimeter wave (mmWave) communication systems. Specifically, we aim to minimize the mean-squared-error (MSE) between the received symbols and the transmitted symbols by jointly optimizing the analog-digital HP at the base-station (BS) and the phase shifts (PSs) at the RIS, where the non-convex element-wise constant-modulus constraints for the analog precoding and the PSs are tackled by resorting to the gradient-projection (GP) method. We analytically prove the convergence of the proposed algorithm and demonstrate the desirable performance gain for the proposed design through numerical results.
引用
收藏
页码：1041 / 1045
页数：5
相关论文
共 16 条
[1]   Multiple Antenna MMSE Based Downlink Precoding with Quantized Feedback or Channel Mismatch [J].
Dabbagh, Amir D. ;
Love, David J. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2008, 56 (11) :1859-1868
[2]  
Di B., 2019, HYBRID BEAMFORMING R
[3]  
Di Renzo Marco, 2019, EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, V129, DOI [10.1186/s13638-019-1438-9, DOI 10.1186/S13638-019-1438-9]
[4]  
El Ayach O, 2012, IEEE INT WORK SIGN P, P100, DOI 10.1109/SPAWC.2012.6292865
[5]  
Gallier J., 2014, FUNDAMENTALS LINEAR
[6]  
Ghojogh B., 2019, Eigenvalue and generalized eigenvalue problems: Tutorial, V12
[7]  
Kwon S., 2017, 2017 IEEE 28 ANN INT, P1
[8]   Hybrid Analog-Digital Millimeter-Wave MU-MIMO Transmission With Virtual Path Selection [J].
Li, Ang ;
Masouros, Christos .
IEEE COMMUNICATIONS LETTERS, 2017, 21 (02) :438-441
[9]   Low-Complexity Hybrid Precoding in Massive Multiuser MIMO Systems [J].
Liang, Le ;
Xu, Wei ;
Dong, Xiaodai .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (06) :653-656
[10]   Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion [J].
Lin, Tian ;
Cong, Jiaqi ;
Zhu, Yu ;
Zhang, Jun ;
Ben Letaief, Khaled .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (05) :3693-3708
12