Vibration Pattern Recognition and Classification in OTDR Based Distributed Optical-Fiber Vibration Sensing System

被引:39
|
作者
Zhu, Hui [1 ]
Pan, Chao [1 ]
Sun, Xiaohan [1 ]
机构
[1] Southeast Univ, Natl Res Ctr Opt Sensing Commun Integrated Networ, Dept Elect Engn, Nanjing 210096, Jiangsu, Peoples R China
关键词
distributed optical-fiber sensor; OTDR; vibration waveform reproduction; location; pattern recognition;
D O I
10.1117/12.2045268
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper we propose and demonstrate the scheme of vibration pattern recognition and classification in the OTDR based distributed optical-fiber vibration sensing system. We set up the engineering system with signal processing PC for perimeter security in some high-tech park in Nanjing. Three types of disturbing actions, including climbing up and kicking at the wall by a person, and watering on the sensing optical fiber cable same as the rain falling on, are implemented. By using level crossing rate (LCR), we can obtain their individual pattern features, so that the eigenvalue database for three disturbing actions can be built in the system. By comparing three types of vibrations, the differences among these can be given out. The results show three vibration patterns can be recognized and classified effectively.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Vibration Waveform Reproduction and Location of OTDR Based Distributed Optical-Fiber Vibration Sensing System
    Zhu, Hui
    Pan, Chao
    Sun, Xiaohan
    QUANTUM SENSING AND NANOPHOTONIC DEVICES XI, 2014, 8993
  • [2] Pattern recognition based on enhanced multifeature parameters for vibration events in φ-OTDR distributed optical fiber sensing system
    Xu, Chengjin
    Guan, Junjun
    Bao, Ming
    Lu, Jiangang
    Ye, Wei
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2017, 59 (12) : 3134 - 3141
  • [3] Distributed Optical-Fiber Vibration Sensing System Based on Differential Detection of Differential Coherent-OTDR
    Pan, Chao
    Zhu, Hui
    Yu, Bin
    Zhu, Zhu
    Sun, Xiaohan
    2012 IEEE SENSORS PROCEEDINGS, 2012, : 870 - 872
  • [4] Pattern Recognition for Distributed Optical Fiber Vibration Sensing: A Review
    Li, Junchan
    Wang, Yu
    Wang, Pengfei
    Bai, Qing
    Gao, Yan
    Zhang, Hongjuan
    Jin, Baoquan
    IEEE SENSORS JOURNAL, 2021, 21 (10) : 11983 - 11998
  • [5] Study of pattern recognition based on SVM algorithm for φ-OTDR distributed optical fiber disturbance sensing system
    Zhang J.
    Lou S.
    Liang S.
    Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2017, 46 (04):
  • [6] Compensation Method for Blind Segments of Distributed Optical-Fiber Vibration Sensor Based on Differential-Coherent OTDR
    Pan, Chao
    Ye, Hongliang
    Li, Mingming
    Zhao, Shuhui
    Sun, Xiaohan
    2014 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2014,
  • [7] Pattern Recognition of Distributed Optical Fiber Vibration Sensors Based on Resnet 152
    Jin, Xibo
    Liu, Kun
    Jiang, Junfeng
    Xu, Tianhua
    Ding, Zhenyang
    Hu, Xinxin
    Huang, Yuelang
    Zhang, Dongqi
    Li, Sichen
    Xue, Kang
    Liu, Tiegen
    IEEE SENSORS JOURNAL, 2023, 23 (17) : 19717 - 19725
  • [8] Distributed optical fiber vibration sensing system based on polarization detection
    刘佳
    于晋龙
    郭精忠
    高超
    王文睿
    杨恩泽
    OptoelectronicsLetters, 2011, 7 (06) : 458 - 462
  • [9] Distributed optical fiber vibration sensing system based on polarization detection
    Liu J.
    Yu J.
    Guo J.
    Gao C.
    Wang W.
    Yang E.
    Optoelectronics Letters, 2011, 7 (6) : 458 - 462
  • [10] Real-time distributed optical fiber vibration sensing based on phase-sensitive OTDR
    Liu, Xin
    Wang, Yu
    Zhang, Jianguo
    Wang, Dong
    Wang, Pengfei
    Bai, Qing
    Jin, Baoquan
    FIBER OPTIC SENSING AND OPTICAL COMMUNICATION, 2018, 10849