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Compressed sensing detection of optical spatial modulation signal in turbulent channel | |
Wang, Hui-Qin; Song, Li-Hua; Cao, Ming-Hua; Wang, Dao-Bin | |
2018-11-01 | |
发表期刊 | Guangxue Jingmi Gongcheng/Optics and Precision Engineering |
ISSN | 1004924X |
卷号 | 26期号:11页码:2669-2674 |
摘要 | The maximum likelihood detection algorithm produces the best bit error performance in optical spatial modulation systems, but the complexity of the decoding process limits its application in practical settings. To address this deficiency, a transmission signal with sparse characteristics was generated by mapping an optical spatial modulation laser vector and a pulse position modulation vector together. A compressed sensing-based optical spatial modulation signal detection method was proposed based on the resulting transmission signal with sparse characteristics and the utilization of an orthogonal matching pursuit algorithm. Simulation results show that this method can greatly reduce computational complexity at the expense of a small increase in the performance error. In comparison with the maximum likelihood detection algorithm, the complexity of the proposed method is reduced by 99.54% when 64 lasers are used. Moreover, this approach is more suitable for wireless optical communication systems with large-scale lasers, due to the introduction of sparsity. © 2018, Science Press. All right reserved. |
关键词 | Compressed sensing Computational complexity Maximum likelihood Optical communication Optical signal processing Signal detection Maximum likelihood detection Orthogonal matching pursuit Signal detection algorithm Spatial modulations Transmission signals Turbulent channels Wireless optical communication Wireless optical communication systems |
DOI | 10.3788/OPE.20182611.2669 |
收录类别 | EI |
语种 | 中文 |
出版者 | Chinese Academy of Sciences |
EI入藏号 | 20190806521286 |
EI主题词 | Modulation |
EI分类号 | 716.1 Information Theory and Signal Processing - 717.1 Optical Communication Systems - 721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory - 922.1 Probability Theory |
来源库 | Compendex |
分类代码 | 716.1 Information Theory and Signal Processing - 717.1 Optical Communication Systems - 721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory - 922.1 Probability Theory |
引用统计 | 无
|
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/114180 |
专题 | 计算机与通信学院 理学院 校医院 |
作者单位 | School of Computer & Communication, Lanzhou University of Technology, Lanzhou; 730050, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Wang, Hui-Qin,Song, Li-Hua,Cao, Ming-Hua,et al. Compressed sensing detection of optical spatial modulation signal in turbulent channel[J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering,2018,26(11):2669-2674. |
APA | Wang, Hui-Qin,Song, Li-Hua,Cao, Ming-Hua,&Wang, Dao-Bin.(2018).Compressed sensing detection of optical spatial modulation signal in turbulent channel.Guangxue Jingmi Gongcheng/Optics and Precision Engineering,26(11),2669-2674. |
MLA | Wang, Hui-Qin,et al."Compressed sensing detection of optical spatial modulation signal in turbulent channel".Guangxue Jingmi Gongcheng/Optics and Precision Engineering 26.11(2018):2669-2674. |
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