光时域反射计
频域
串扰
振动
电子工程
噪音(视频)
声学
相位噪声
多路复用
时域
光学
计算机科学
物理
光纤
工程类
光纤传感器
光纤分路器
图像(数学)
人工智能
计算机视觉
作者
Nuo Xu,Pengfei Wang,Yu Wang,Xin Liu,Qing Bai,Yan Gao,Hongjuan Zhang,Baoquan Jin
标识
DOI:10.1109/jlt.2021.3109647
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 (ϕ-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 ϕ-OTDR. Therefore, a novel method for suppressing crosstalk noise by compressed sensing under multi-frequency ϕ-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 ϕ-OTDR performance enhancement.
科研通智能强力驱动
Strongly Powered by AbleSci AI