标题:Data compression and SNR enhancement with compressive sensing method in phase-sensitive OTDR
作者:Qu, Shuai; Chang, Jun; Cong, Zhenhua; Chen, Hui; Qin, Zengguang
作者机构:[Qin, Zengguang] Shandong Univ, Sch Informat Sci & Engn, Jinan 250100, Shandong, Peoples R China.; Shandong Univ, Shandong Prov Key Lab Laser Techno 更多
通讯作者:Qin, Zengguang;Qin, ZG
通讯作者地址:[Qin, ZG]Shandong Univ, Sch Informat Sci & Engn, Jinan 250100, Shandong, Peoples R China.
来源:OPTICS COMMUNICATIONS
出版年:2019
卷:433
页码:97-103
DOI:10.1016/j.optcom.2018.09.064
关键词:phi-OTDR; Signal-to-noise ratio; Compressive sensing; Compression ratio;; Orthogonal matching pursuit
摘要:An efficient signal processing method based on compressive sensing (CS) is presented for vibration sensing in phase sensitive optical lime domain reflectometry system (phi-OTDR), which allows for compressing and denoising the raw data simultaneously. The main information of Rayleigh backscattering curves can be identified by sparse transformation. Then the data is compressed by observation matrix while the unwanted information is discarded. Orthogonal matching pursuit (OMP) algorithm is used to recovery the signal under the sparsity determined by a threshold rule. Experiment results show that the SNR is increased to 34.39 dB with the compression ratio of 18.9 for the vibration event of 100 Hz along 3 km sensing fiber which indicates the prominent performance of the novel method for vibration detection.
收录类别:EI;SCOPUS;SCIE
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054793132&doi=10.1016%2fj.optcom.2018.09.064&partnerID=40&md5=333c2b7464fd5736adb896b54ca108ef
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