Opto-Electronic Engineering, Volume. 50, Issue 2, 220088(2023)

Digital signal processing and application of Φ-OTDR system

Chi Zhang1...2, Ningmu Zou4, Jinyu Song1,2, Shuai Tong1,2, Yuanyuan Yao1,2, Zhewen Ding1, Feng Wang1,2, Yixin Zhang1,2,3,*, and Xuping Zhang1,23,** |Show fewer author(s)
Author Affiliations
  • 1Key Laboratory of Intelligent Optical Sensing and Manipulation, Ministry of Education, Nanjing University, Nanjing, Jiangsu 210093, China
  • 2College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu 210093, China
  • 3Shenzhen Research Institute, Nanjing University, Shenzhen, Guangdong 581000, China
  • 4Ingram School of Engineering, Texas State University, San Marcos, TX 78666, USA
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    Figures & Tables(12)
    Influence of an external sound field on the optical fiberl fiber
    Hilbert transform demodulation process
    IQ demodulation flow chart
    Relationship between sampling period and sampling point
    Icing diagram of overhead power transmission line
    Sag model of overhead transmission line
    (a) Comparison between measured value and estimated value of sag; (b) Displacement of relative equilibrium position at the lowest point of overhead transmission line during vibration; (c) Ice thickness estimation
    Accident site of external damage of buried cable
    Schematic diagram of TDOA
    Outfield experiment. (a) Two dimensional Gaussian distribution of confidence interval; (b) Contour plot of confidence interval
    Position estimation error. (a) Single array; (b) Vertical orthogonal array
    • Table 1. Feature extraction, classification model and event recognition in Φ-OTDR

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      Table 1. Feature extraction, classification model and event recognition in Φ-OTDR

      特征提取方法提取特征种类分类模型事件识别年份参考文献
      小波变换时域特征+频域特征距离法人奔跑、车行驶及人车联合行进2007[68]
      自适应动态阈值时域特征BP神经网络光纤围栏入侵2014[85]
      自动提取频域特征融合分类器入侵事件2015[88]
      多特征参量频域特征距离法应力破坏、攀爬、浇水以及轻度碾压2015[69]
      STFT频域特征EDFS踢墙、踹墙及原地跑2015[25]
      归一化系数频域特征SVM列车跟踪2016[72]
      基于梅尔倒谱系数频域特征距离法入侵、大雨2016[73]
      STFT频域特征距离法管道威胁监测2016[74]
      多特征参量频域特征+时域特征SVM踩压、浇水及敲击2017[80]
      多特征参量频域特征+时域特征SVM行走、镐刨及挖掘机作业2017[89]
      过滤法形态特征融合分类器挖掘机施工、人员走动及木棒夯击2018[48]
      短时单元多域特征提取时域特征+频率特征HMM地埋管道沿线5中事件2019[70]
      分帧处理时域信号+小波变换时域特征+频域特征+形态特征1-D CNN+SVM数种石油管道典型事件2019[90]
      去噪分帧时域特征FastICA有无噪声干扰的对比事件2020[71]
      自适应方法频域特征+时域特征融合分类器挖掘、敲击、人员走动及背景噪声2020[75]
      多特征参量形态特征SVM工程车辆行驶、落石、人为夯筑及挖土机挖掘 2020[78]
      多分支层和可学习的LSTM层时域特征MLSTM-CNN水、爬、敲、压2020[86]
      卷积形态特征CNN+ SVM8 种事件2020[91]
      数值模拟时域特征端到端的卷积中性网络PZT振动、管道敲击和语音2021[87]
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    Chi Zhang, Ningmu Zou, Jinyu Song, Shuai Tong, Yuanyuan Yao, Zhewen Ding, Feng Wang, Yixin Zhang, Xuping Zhang. Digital signal processing and application of Φ-OTDR system[J]. Opto-Electronic Engineering, 2023, 50(2): 220088

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    Paper Information

    Category: Article

    Received: May. 19, 2022

    Accepted: Sep. 16, 2022

    Published Online: Apr. 13, 2023

    The Author Email:

    DOI:10.12086/oee.2023.220088

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