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基于非局部均值图像去噪法的 Φ-OTDR 系统的信噪比增强。

SNR enhancement with a non-local means image-denoising method for a Φ-OTDR system.

出版信息

Appl Opt. 2023 Mar 20;62(9):2283-2291. doi: 10.1364/AO.484908.

DOI:10.1364/AO.484908
PMID:37132867
Abstract

Orthogonal pulse pairs generated by the polarization beam splitter (PBS) and the polarization maintaining-optical switch (PM-PSW) can effectively suppress the polarization fading in phase-sensitive optical time-domain reflectometry (-OTDR) systems, but the PM-PSW also brings a lot of noise when switching the optical path periodically. Therefore, a non-local means (NLM) image-processing method is proposed to enhance the signal-to-noise ratio (SNR) of a -OTDR system. Compared with the existing traditional noise reduction methods based on the one-dimensional signal, the method makes full use of redundant texture and self-similarity of multidimensional data. The NLM algorithm can obtain the estimated denoising result value of current pixels by the weighted average of pixels with similar neighborhood structures in the Rayleigh temporal-spatial image. To validate the effectiveness of the proposed approach, we have carried out experiments on the actual signals obtained from the -OTDR system. In the experiment, a sinusoidal waveform of 100 Hz is applied at 20.04 km of the optical fiber as a simulated vibration signal. The switching frequency of PM-PSW is set to 30 Hz. The experimental result shows that the SNR of vibration positioning curve is 17.72 dB before denoising. After using the NLM method based on image-processing technology, the SNR reaches 23.39 dB. Experimental results demonstrate that this method is feasible and effective in improving SNR. This will help to realize accurate vibration location and recovery in practical applications.

摘要

偏振分束器 (PBS) 和保偏光开关 (PM-PSW) 产生的正交脉冲对可以有效抑制相敏光时域反射计 (-OTDR) 系统中的偏振衰落,但 PM-PSW 周期性切换光路时也会带来大量噪声。因此,提出了一种非局部均值 (NLM) 图像处理方法来提高 -OTDR 系统的信噪比 (SNR)。与现有的基于一维信号的传统降噪方法相比,该方法充分利用了多维数据的冗余纹理和自相似性。NLM 算法可以通过瑞利时频图像中具有相似邻域结构的像素的加权平均来获得当前像素的估计去噪结果值。为了验证所提出方法的有效性,我们对 -OTDR 系统获得的实际信号进行了实验。在实验中,在光纤的 20.04 公里处施加 100 Hz 的正弦波作为模拟振动信号。PM-PSW 的切换频率设置为 30 Hz。实验结果表明,在去噪前振动定位曲线的 SNR 为 17.72 dB。使用基于图像处理技术的 NLM 方法后,SNR 达到 23.39 dB。实验结果表明,该方法在提高 SNR 方面是可行和有效的。这将有助于在实际应用中实现精确的振动定位和恢复。

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