Chinese Journal of Lasers, Volume. 42, Issue 11, 1105005(2015)

Study of Pattern Recognition Based on Multi-Characteristic Parameters for φ-OTDR Distributed Optical Fiber Sensing System

Zhang Yan1、*, Lou Shuqin1, Liang Sheng2, and Wang Peng1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(27)

    [1] [1] Li X, Sun Q, Wo J, et al.. Hybrid TDM/WDM-based fiber-optic sensor network for perimeter intrusion detection[J]. Journal of Lightwave Technology, 2012, 30(8): 1113-1120.

    [2] [2] Shi Y, Feng H, An Y, et al.. Research on wavelet analysis for pipeline pre-warning system based on phase-sensitive optical time domain reflectometry[C]. Advanced Intelligent Mechatronics (AIM), International Conference on IEEE, 2014: 1177-1182.

    [3] [3] Lee M, Taylor H F. Distributed fiber optic intrusion detection system with improved sensitivity[C]. Optical Fiber Sensors, 2006.

    [4] [4] Zhang Caixia, Zhang Zhenwei, Zheng Wanfu, et al.. Study of a quasi-distributed optical fiber sensing system based on ultra-weak fiber Bragg gratings[J]. Chinese J Lasers, 2014, 41(4): 0405004.

    [5] [5] Liu Jianxia. Research progress of distributed optical fiber sensing and monitoring technology based on φ- OTDR[J]. Laser & Optoelectronics Progress, 2013, 50(8): 080021.

    [6] [6] Wang He, Sun Qizhen, Li Xiaolei, et al.. Progress in optical fiber interferometer based distributed vibration sensing technology[J]. Laser & Optoelectronics Progress, 2013, 50(2): 020004.

    [7] [7] Taylor H F, Lee C E. Apparatus and method for fiber optic intrusion sensing: U. S. Patent, 5, 194, 847[P]. 1993-3-16.

    [8] [8] Li Qin, Zhang Chunxi, Li Lijing, et al.. Influences of the frequency drift of the laser on location precision of the phase-sensitive optical time-domain reflectometry[J]. Chinese J Lasers, 2014, 41(3): 0305003.

    [9] [9] Martins H F, Martin-Lopez S, Corredera P, et al.. Modulation instability-induced fading in phase-sensitive optical time-domain reflectometry[J]. Opt Lett, 2013, 38(6): 872-874.

    [10] [10] Martins H F, Martin-Lopez S, Corredera P, et al.. Coherent noise reduction in high visibility phase-sensitive optical time domain reflectometer for distributed sensing of ultrasonic waves[J]. Journal of Lightwave Technology, 2013, 31(23): 3631-3637.

    [11] [11] Zhong X, Zhang C, Li L, et al.. Influences of laser source on phase-sensitivity optical time-domain reflectometer-based distributed intrusion sensor[J]. Appl Opt, 2014, 53(21): 4645-4650.

    [12] [12] Rao Y J, Luo J, Ran Z L, et al.. Long-distance fiber-optic φ-OTDR intrusion sensing system[C]. 20th International Conference on Optical Fibre Sensors. International Society for Optics and Photonics, 2009: 75031O.

    [13] [13] Peng F, Wu H, Jia X H, et al.. Ultra-long high-sensitivity φ-OTDR for high spatial resolution intrusion detection of pipelines[J]. Opt Express, 2014, 22(11): 13804-13810.

    [14] [14] Peng F. 128 km fully- distributed high- sensitivity fiber- optic intrusion sensor with 15 m spatial resolution[C]. Optical Fiber Communication Conference, 2014: M3J. 4.

    [15] [15] Wang Jie, Jia Xinhong, Rao Yunjiang, et al.. Phase-sensitive optical time-domain reflectometer based on bi-directional Raman amplification[J]. Acta Physica Sinica, 2013, 62(4): 044212.

    [16] [16] Tan D, Tian X, Sun W, et al.. An oil and gas pipeline pre-warning system based on φ-OTDR[C]. International Conference on Optical Fiber Sensors. International Society for Optics and Photonics, 2014: 91578 W.

    [17] [17] Zhu H, Pan C, Sun X. Vibration pattern recognition and classification in OTDR based distributed optical-fiber vibration sensing system [C]. SPIE Smart Structures and Materials+ Nondestructive Evaluation and Health Monitoring. International Society for Optics and Photonics, 2014: 906205.

    [18] [18] P Healey. Fading in heterodyne OTDR[J]. Electronics Letters, 1984, 20(1): 30-32.

    [19] [19] Li Q, Zhang C, Li L, et al.. Localization mechanisms and location methods of the disturbance sensor based on phase-sensitive OTDR[J]. Optik-International Journal for Light and Electron Optics, 2014, 125(9): 2099-2103.

    [20] [20] Li Zhengdong, He Wuliang, Chen Xingwu. A method for target-recognition by a multisensory[J]. Journal of Transducer Technology, 2001, 20(1): 14-15.

    [21] [21] Williams J D. Moments of the ratio of the mean square successive difference to the mean square difference in samples from a normal universe[J]. The Annals of Mathematical Statistics, 1941, 12(2): 239-241.

    [22] [22] Feng Gang, Duan Qichang, Zhang Congli. A parameter self-optimize method of multi-gate zero cross ratio startpoint detection[J]. Chinese Journal of Scientific Instrument, 2004, 25(z3): 525-527.

    [23] [23] Nuttall A H. Some windows with very good sidelobe behavior[J]. Acoustics, Speech and Signal Processing, IEEE Transactions on, 1981, 29(1): 84-91.

    [24] [24] Wang Siyuan, Lou Shuqin, Liang Sheng, et al.. Pattern recognition method of fiber distributed disturbance sensing system based on MZ interferometer[J]. Infrared and Laser Engineering, 2014, 43(8): 2613-2618.

    [25] [25] Li Hongxing, Wang Peizhuang. Fuzzy Math[M]. Beijing: National Defence Industry Press, 1985:116-128.

    [26] [26] Lu Y, Zhu T, Chen L, et al.. Distributed vibration sensor based on coherent detection of phase-OTDR[J]. Journal of Lightwave Technology, 2010, 28(22): 3243-3249.

    [27] [27] Qin Z, Zhu T, Chen L, et al.. High sensitivity distributed vibration sensor based on polarization-maintaining configurations of phase-OTDR [J]. Photonics Technology Letters, IEEE, 2011, 23(15): 1091-1093.

    CLP Journals

    [1] Wu Jun, Guan Luyang, Bao Ming, Xu Yaohua, Ye Wei. Vibration events recognition of optical fiber based on multi-scale 1-D CNN[J]. Opto-Electronic Engineering, 2019, 46(5): 180493

    [2] Zhang Xuping, Zhang Yixin, Wang Feng, Lü Lidong, Wang Xiangchuan. Ultra-Long Fully Distributed Optical Fiber Sensor Based on Rayleigh Scattering Effect[J]. Chinese Journal of Lasers, 2016, 43(7): 700002

    [3] Longxiang Shen, Hao Feng, Zhou Sha, Zhoumo Zeng. Pattern Recognition of Heterodyne Phase-Sensitive Optical Time-Domain Reflection Technique Based on Down Conversion and IQ Demodulation[J]. Acta Optica Sinica, 2017, 37(8): 0806005

    [4] An Jianchang, Jiang Junfeng, Xu Zhongyuan, Zhu Wanshan, Wang Jin, Liu Tiegen, Liu Kun. Design of composite intrusion detection system based on optical fiber sensor and infrared video[J]. Infrared and Laser Engineering, 2020, 49(5): 20190446

    [5] LIU Xu-an, LI Jun, SHI Bo, DING Guo-shen, TANG Yu-quan, DONG Feng-zhong, ZHANG Zhi-rong. Leakage Bag Detection Technology of Bag Filter Based on Phase-sensitive Optical Time Domain Reflectometry[J]. Acta Photonica Sinica, 2019, 48(8): 806002

    Tools

    Get Citation

    Copy Citation Text

    Zhang Yan, Lou Shuqin, Liang Sheng, Wang Peng. Study of Pattern Recognition Based on Multi-Characteristic Parameters for φ-OTDR Distributed Optical Fiber Sensing System[J]. Chinese Journal of Lasers, 2015, 42(11): 1105005

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Optical communication

    Received: May. 12, 2015

    Accepted: --

    Published Online: Nov. 27, 2015

    The Author Email: Zhang Yan (13120044@bjtu.edu.cn)

    DOI:10.3788/cjl201542.1105005

    Topics