Crosstalk Noise Suppressed for Multi-frequency φ-OTDR Using Compressed Sensing

被引:12
|
作者
Xu, Nuo [1 ]
Wang, Pengfei [1 ]
Wang, Yu [2 ]
Liu, Xin [2 ]
Bai, Qing [2 ]
Gao, Yan [1 ]
Zhang, Hongjuan [1 ]
Jin, Baoquan [2 ]
机构
[1] Taiyuan Univ Technol, Coll Elect & Power Engn, Taiyuan 030024, Peoples R China
[2] Taiyuan Univ Technol, Key Lab Adv Transducers & Intelligent Control Sys, Minist Educ & Shanxi Prov, Coll Phys & Optoelect, Taiyuan 030024, Peoples R China
基金
中国国家自然科学基金;
关键词
Frequency division multiplexing; Probes; Vibrations; Crosstalk; Frequency modulation; Signal to noise ratio; Bandwidth; Compressed sensing; frequency division multiplexing; Phase-sensitive optical time domain reflectometer; signal-to-noise ratio; TIME-DOMAIN REFLECTOMETRY;
D O I
10.1109/JLT.2021.3109647
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
The frequency division multiplexing (FDM) is an effective method to improve the detection ability of high-frequency disturbance in phase-sensitive optical time domain reflectometer (phi-OTDR). However, as the probe channels increase, crosstalk between channels will be generated. As a result, the recovery phase signal-to-noise ratio (SNR) will be deteriorated, which will reduce the detection capability of phi-OTDR. Therefore, a novel method for suppressing crosstalk noise by compressed sensing under multi-frequency phi-OTDR is proposed in this paper. The band-limited characteristics of vibration are deeply analyzed, and the frequency domain is chosen as the sparse domain. Noise without sparsity is discarded in the compression process. Furthermore, the noise cannot be recovered in the reconstruction process which uses the critical information containing the global property of phase signal. Consequently, the influence of crosstalk noise is reduced effectively. In experiments, compared with the restored signals without the proposed method, the average SNRs of the reconstructed 12 kHz sinusoidal vibration are respectively enhanced by 18.57 dB, 40.47 dB, and 41.67 dB in the sensing system with 6, 7, and 8 channels. In addition, the 24 kHz triangular wave signal and the disturbance composed of several different frequencies with random amplitudes can be detected and reconstructed. The proposed crosstalk noise suppression method provides a potential choice for phi-OTDR performance enhancement.
引用
收藏
页码:7343 / 7350
页数:8
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