标题:Signal-to-Noise Ratio Enhancement Based on Empirical Mode Decomposition in Phase-Sensitive Optical Time Domain Reflectometry Systems
作者:Qin, Zengguang; Chen, Hui; Chang, Jun
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
通讯作者地址:[Qin, ZG]Shandong Univ, Sch Informat Sci & Engn, Jinan 250100, Shandong, Peoples R China.
来源:SENSORS
出版年:2017
卷:17
期:8
DOI:10.3390/s17081870
关键词:vibration location extraction; phase-sensitive optical time domain; reflectometry; empirical mode decomposition; Pearson correlation; coefficient; signal-to-noise ratio
摘要:We propose a novel denoising method based on empirical mode decomposition (EMD) to improve the signal-to-noise ratio (SNR) for vibration sensing in phase-sensitive optical time domain reflectometry (phi-OTDR) systems. Raw Rayleigh backscattering traces are decomposed into a series of intrinsic mode functions (IMFs) and a residual component using an EMD algorithm. High frequency noise is eliminated by removing several IMFs at the position without vibration selected by the Pearson correlation coefficient (PCC). When the pulse width is 50 ns, the SNR of location information for the vibration events of 100 Hz and 1.2 kHz is increased to as high as 42.52 dB and 39.58 dB, respectively, with a 2 km sensing fiber, which demonstrates the excellent performance of this new method.
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-s2.0-85027587239&doi=10.3390%2fs17081870&partnerID=40&md5=7f8e50a3e86116879aca52e891bb5727
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