Switch-Based Hybrid Precoding in mmWave Massive MIMO Systems

被引:4
作者
Nosrati, Hamed [1 ,2 ]
Aboutanios, Elias [1 ]
Smith, David [2 ]
Wang, Xiangrong [3 ]
机构
[1] Univ New South Wales Australia, Sch Elect & Telecommun Engn, Kensington, NSW, Australia
[2] Data61 CSIRO, Sydney, NSW, Australia
[3] Beihang Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
来源
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2019年
关键词
Hybrid beamforming; Precoding; Millimeter wave communications; Massive MIMO; ARRAYS;
D O I
10.23919/eusipco.2019.8902688
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In mmWave communications, large-scale arrays can be very advantageous. In such arrays, switch-based hybrid precoding (beamforming) is very promising in terms of energy efficiency and reduced complexity, as opposed to phase-shifter structures for beamforming. However, switch-based structures are binary, which means that the design of an optimum beamformer, at large-scale in the analog domain, is a difficult task. We address this problem and propose a new method for the design of a switch-based hybrid precoder for massive MIMO communications in mmWave bands. We first cast the relevant maximization of mutual information as a binary, rank-constrained quadratic maximization, and solve it iteratively for each column of the analog precoder. The solution is then effectively approximated via a set of relaxations and sequential convex programming (SCP). Finally, we show the feasibility, and effectiveness of our method via numerical results.
引用
收藏
页数:5
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