Signal-to-Noise Ratio Improvement for Phase-Sensitive Optical Time-Domain Reflectometry Using a Genetic Least Mean Square Method

被引:1
|
作者
Liu, Xin [1 ,2 ,3 ]
Liu, Zhihua [2 ]
Zhou, Xiaoxu [2 ]
Wang, Yu [1 ]
Bai, Qing [3 ]
Jin, Baoquan [3 ]
机构
[1] Taiyuan Univ Technol, Coll Elect Informat & Opt Engn, Taiyuan 030024, Peoples R China
[2] Shanxi Transportat Technol Res & Dev Co Ltd, Taiyuan 030032, Peoples R China
[3] Taiyuan Univ Technol, Key Lab Adv Transducers & Intelligent Control Syst, Minist Educ, Taiyuan 030024, Peoples R China
基金
中国国家自然科学基金;
关键词
distributed acoustic sensing; phase-sensitive OTDR; SNR improvement; phase reconstruction; GLMS method; FREQUENCY SCAN OFDR; ACOUSTIC SENSOR; DEMODULATION; OTDR;
D O I
10.3390/photonics10121362
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, a genetic least mean square (GLMS) method is proposed to improve the signal-to-noise ratio (SNR) of acoustic signal reconstruction in a phase-sensitive optical time-domain reflectometry system. The raw demodulated signal is processed via applying the least mean square criterion. The SNR of the processed signal was calculated and served as the objective function in the fitness evaluation procedure. The genetic operations of the population selection, crossover, and mutation are sequentially performed and repeated until the suspensive condition is reached. Through multiple iterations, the GLMS method continuously optimized the population to find the optimal solution. Experimental results demonstrate that the SNR is substantially improved by 14.37-23.60 dB in the monotonic scale audio signal test from 60 to 1000 Hz. Furthermore, the improvement of the phase reconstruction of a human voice audio signal is also validated by exploiting the proposed GLMS method.
引用
收藏
页数:14
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