Denoising Method of the Phi-OTDR System Based on EMD-PCC

doi:10.1109/jsen.2020.3033674

CIOMP OpenIR

	Denoising Method of the Phi-OTDR System Based on EMD-PCC
	W. Chen; X. H. Ma; Q. L. Ma and J. J. Wen
	2021
发表期刊	Ieee Sensors Journal
ISSN	1530-437X
卷号	21 期号:10 页码:12113-12118
摘要	To filter out the phase noise of the Phi-OTDR system, a method based on empirical mode decomposition and Pearson correlation coefficient fusion (EMD-PCC) is proposed. First, the EMD-PCC method is simulated. The experimental results show that the SNR increases from 7.32 dB to 13.68 dB. Second, the beat signal detected by the Phi-OTDR system is demodulated by the I/Q quadrature demodulation method. Finally, the phase signal is decomposed by empirical mode decomposition to obtain the modal function and residual component. The Pearson correlation coefficient with the phase signal is calculated. Then, the threshold value is 0.4-1.0. The modal function within the threshold is superimposed with the residual component signal. In this paper, the experimental verification of PZT analog disturbance signal frequencies of 200 Hz, 300 Hz, 400 Hz and 500 Hz is performed. Then, wavelet denoising and EMD-soft denoising are compared with EMD-PCC denoising. Experimental results show that the proposed method can accurately restore the disturbance signal. The experiment of sawtooth disturbance signal frequencies of 400 Hz and 500 Hz verifies the applicability of the algorithm and shows that the method is suitable for other arbitrary forms of disturbance signals. The Phi-OTDR system has an important application in the field of oil and gas exploration. This method provides a good theoretical basis for the exploration field.
DOI	10.1109/jsen.2020.3033674
URL	查看原文
收录类别	SCI ; EI
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/65134
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	W. Chen,X. H. Ma,Q. L. Ma and J. J. Wen. Denoising Method of the Phi-OTDR System Based on EMD-PCC[J]. Ieee Sensors Journal,2021,21(10):12113-12118.
APA	W. Chen,X. H. Ma,&Q. L. Ma and J. J. Wen.(2021).Denoising Method of the Phi-OTDR System Based on EMD-PCC.Ieee Sensors Journal,21(10),12113-12118.
MLA	W. Chen,et al."Denoising Method of the Phi-OTDR System Based on EMD-PCC".Ieee Sensors Journal 21.10(2021):12113-12118.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Denoising Method of （2157KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载