Noise Reduction Method of Φ-OTDR System Based on EMD-TFPF Algorithm

被引:17
|
作者
Bai, Yu-Xin [1 ]
Lin, Ting-Ting [1 ]
Zhong, Zhi-Cheng [1 ]
机构
[1] Jilin Univ, Coll Instrumentat & Elect Engn, Changchun 130012, Peoples R China
关键词
Phi-OTDR; EMD-TFPF; SNR;
D O I
10.1109/JSEN.2021.3107039
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 phase-sensitive optical time domain reflectometry (Phi-OTDR) system has been gradually applied to vertical seismic profile exploration due to its excellent anti-electromagnetic interference, extremely high resolution and sensitivity, and wide detection range. However, the actual data is often disturbed by random noise, which seriously affects the system's ability to recognize low-frequency disturbances. In order to suppress the background noise and improve the signal-to-noise ratio (SNR), a fusion noise reduction method based on empirical mode decomposition and time-frequency peak filtering (EMD-TFPF) algorithm is studied and introduced. In terms of seismic exploration data processing, the algorithm has good denoising performance. Using the Phi-OTDR system based on optical synchronous reference heterodyne detection as the experimental platform, the EMD-TFPF noise reduction algorithm is applied to the position information and compared with the VSS-NLMS, VMD-NWT and EMD-soft methods. Experimental results show that under the conditions of 0.1 Hz and 5 V vibration interference, the EMD-TFPF method improves the SNR to 37.6 dB, which is much higher than the other three noise reduction algorithms. In addition, this method broadens the low-frequency response range of the system to 10(-5) Hz. The improvement of the system's ability to recognize low-frequency disturbance events will undoubtedly accelerate the practical process of the Phi-OTDR system in seismic exploration.
引用
收藏
页码:24084 / 24089
页数:6
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