A Low-Complexity Expectation Propagation Detector for OTFS

被引:0
|
作者
Pu, Xumin [1 ]
Sun, Zhinan [2 ]
Wen, Wanli [3 ]
Chen, Qianbin [4 ]
Jin, Shi [5 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
[2] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Peoples R China
[3] Chongqing Univ, Sch Microelect & Commun Engn, Chongqing 400044, Peoples R China
[4] Key Lab Minist Educ Mobile Commun Technol, Chongqing 400065, Peoples R China
[5] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210000, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
expectation propagation; high mobility; low complexity; OTFS modulation; signal detection; MODULATION;
D O I
10.1049/2024/3256977
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 this paper, we propose a low-complexity expectation propagation (EP) detector for orthogonal time frequency space (OTFS) system with practical rectangular waveforms. In the high-mobility scenario, OTFS is becoming a potential scheme for the sixth-generation (6G) wireless communication system. However, the large size of the effective delay-Doppler (DD) domain channel matrix brings unbearable computational complexity to the signal detection algorithm based on the matrix inversion. We propose a low-complexity EP detector based on the sparsity and the block circulant structure of the effective channel covariance matrix in the DD domain. The proposed algorithm only requires log-linear complexity. In addition, simulation results show that the proposed algorithm not only has the advantage of low complexity but also has good performance, which achieves a tradeoff between performance and complexity.
引用
收藏
页数:11
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