Lattice reduction precoding for underwater optical imaging MIMO system

被引:0
作者
Zhang, Yitao [1 ,2 ]
Li, Yanlong [1 ,2 ]
Fu, Jielin [1 ,2 ]
机构
[1] Guilin Univ Elect Technol, Dept Informat & Commun, Guilin, Peoples R China
[2] Minist Educ, Key Lab Cognit Radio & Informat Proc, Guilin, Peoples R China
来源
OPTICS FRONTIERS ONLINE 2020: OPTICAL COMMUNICATIONS AND NETWORKS | 2020年 / 11604卷
基金
中国国家自然科学基金;
关键词
Underwater optical communication; imaging MIMO; spatial correlation; lattice reduction; precoding;
D O I
10.1117/12.2581327
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Aiming at the problem that the great spatial correlation between sub-channels of the underwater visible light MIMO system affects the system's error performance, a precoding algorithm based on lattice reduction is proposed. The lattice reduction algorithm makes the channel matrix more orthogonal through iterative reduction operations. The transformation matrix is used as the precoding matrix to precode the transmitted signal, which is equivalent to transmit the original signal on the channel with less correlation. It can be used for transmission to improve the signal detection performance of the system. The lattice reduction algorithm is further combined with the linear precoding algorithm to compensate for the amplification of noise caused by linear detection at the receiving end, so that the system has better error performance. The simulation results show that at a bit error rate of 10(-4), compared with a system without precoding, the required signal-to-noise ratio of the system using the lattice reduction precoding algorithm is reduced by about 10dB, compared with the traditional minimum mean square error precoding, the required signal-to-noise ratio of the system using the minimum mean square error precoding based on lattice reduction is reduced by about 6dB.
引用
收藏
页数:12
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