An Efficient Modified Gauss Seidel Precoder for Downlink Massive MIMO Systems

被引:3
|
作者
Lee, Woon-Sang [1 ,2 ]
Jang, Jun-Yong [1 ,2 ]
Ro, Jae-Hyun [1 ,2 ]
Kim, Jaeho [3 ]
Song, Hyoung-Kyu [1 ,2 ]
机构
[1] Sejong Univ, Dept Informat & Commun Engn, Seoul 05006, South Korea
[2] Sejong Univ, Convergence Engn Intelligent Drone, Seoul 05006, South Korea
[3] Sejong Univ, Dept Elect Engn, Seoul 05006, South Korea
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
新加坡国家研究基金会;
关键词
Massive MIMO; punctured Gauss Seidel (PGS); Gauss Seidel (GS); linear precoding;
D O I
10.1109/ACCESS.2020.3036008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, as the demand for tremendous spectral efficiency has increased, the massive multiple-input multiple-output (MIMO) system has attracted attention in the wireless communication system. In massive MIMO, the zero forcing (ZF) precoder provides optimal performance. However, the complexity for process of matrix inversion is burden in terms of practical implementation. Therefore, many researches for approximate inversion of channel matrix have been performed in order to reduce the complexity. The typical linear precoder based on approximate matrix inversion is the Gauss Seidel (GS) precoder. The GS precoder provides the similar precoded signals to ZF precoder with low complexity. However, the GS precoder does not adopt parallel implementation because of inner structure. Consequently, precoder for the GS iterative method spends a lot of times in order to estimate precoded signal. Therefore, this problem makes the GS precoder impractical. In this article, the punctured GS (PGS) is proposed in order to mitigate the problem of parallel operation by modifying inner structure for the GS precoder. However, the performance for the PGS precoder is degraded due to modified inner structure. Therefore, the ordering PGS precoder which performance degradation due to modified inner structure is mitigated is additionally introduced. As a result, although the delay when precoded signal for the PGS precoder is obtained decreases than the GS precoder, the BER performance for the PGS precoder is degraded than the GS precoder. In contrast, the ordering PGS precoder provides improved BER performance with decrease of delay compared with the GS precoder.
引用
收藏
页码:202164 / 202173
页数:10
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