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首页> 外文期刊>The Open Automation and Control Systems Journal >Protection System of Communication Line based on Distributed Interference Fiber Sensing Network
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Protection System of Communication Line based on Distributed Interference Fiber Sensing Network

机译:基于分布式干扰光纤传感网络的通信线路保护系统

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摘要

On the issue of security and protection of communication line, this study designed and realized a new distributedfiber vibration sensing and warning system for hazardous events. Based on M-Z interference principle, the system realizedthe real-time detecting and accurate locating of the vibration signals by means of cross-correlation calculation of thefiber signals, restrained effectively the sensing signal noise and extracted accurately the vibration signals of various hazardousevents with the methods of wavelet threshold shrinkage and Hilbert transform. In the meantime, the study proposedmulti-dimensional features including wavelet decomposition, MFCC coefficients and time-domain envelope to describethe vibration signals and established multi-level classifier models with BP neural network and SVM methods to realizethe classification and recognition of various hazardous events. After the applications and experiments of the systemon 7 hazardous events, we obtained experimental results of the locating accuracy of <100 meters and classifying accuracyrate of 94.35% on hazardous events, which verified the effectiveness of the study.
机译:针对通信线路的安全性和保护性问题,本研究设计并实现了一种新型的危险事件分布式光纤振动传感预警系统。该系统基于MZ干扰原理,通过纤维信号的互相关计算,实现了振动信号的实时检测和准确定位,有效地抑制了传感信号的噪声,并通过多种方法准确提取了各种危险事件的振动信号。小波阈值收缩和希尔伯特变换。同时,研究提出了包括小波分解,MFCC系数和时域包络的多维特征来描述振动信号,并利用BP神经网络和SVM方法建立了多级分类器模型,以实现对各种危险事件的分类和识别。通过系统对7种危险事件的应用和实验,获得了<100米的定位精度和94.35%的危险事件分类精度的实验结果,验证了研究的有效性。

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