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Laser & Optoelectronics Progress, Volume. 56, Issue 13, 130601(2019)

Feature Extraction and Recognition Algorithm for Fiber Intrusion Signals

Hongquan Qu, Dianjun Gong*, Changnian Zhang, and Yanping Wang
Author Affiliations
  • School of Electronic and Information Engineering, North China University of Technology, Beijing 100144, China
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    [1] Bi F K, Feng C, Qu H Q et al. Harmful intrusion detection algorithm of optical fiber pre-warning system based on correlation of orthogonal polarization signals[J]. Photonic Sensors, 7, 226-233(2017). http://link.springer.com/10.1007/s13320-017-0399-z

    [2] Liang W, Lu L L, Zhang L B. Coupling relations and early-warning for “equipment chain” in long-distance pipeline[J]. Mechanical Systems and Signal Processing, 41, 335-347(2013). http://www.sciencedirect.com/science/article/pii/S0888327013003622

    [3] Yang Y, Feng H, Wang Z H et al. Application and development of distributed optical fiber sensing technology in pipeline detection[J]. Electro-Optic Technology Application, 31, 1-9, 76(2016).

    [4] An Y, Jin S J, Feng X et al. Optical fiber pipeline security pre-warning system based on coherent Rayleigh scattering[J]. Journal of Tianjin University, 48, 70-75(2015).

    [5] Sheng Z Y, Zhang X Y, Wang Y P et al. Feature extraction and linear classification for fiber vibration signals[J]. Journal of Optoelectronics·Laser, 29, 760-768(2018).

    [6] Shang Y, Wang C, Wang C et al. Distributed vibration sensing of perimeter security based on space difference of Rayleigh backscattering[J]. Infrared and Laser Engineering, 47, 0522001(2018).

    [7] Pang F F, Liu H H, Wang T Y. A review of distributed fiber sensors based on phase-sensitive optical time domain reflectometer[J]. Journal of Nanjing University of Information Science & Technology (Natural Science Edition), 9, 130-136(2017).

    [8] Qu H Q, Ren X C, Bi F K et al. Two-level detection algorithm of two-dimensional for vibration signals detected by optical fiber[J]. Acta Optica Sinica, 35, 1006004(2015).

    [9] Qu H Q, Wang T Q, Bi F K et al. Harmful intrusion detection method based on two-dimensional K-S test in reconfigured background for optical fiber pre-warning system[J]. Journal of Jishou University (Natural Science Edition), 38, 19-23(2017).

    [10] Qu H Q, Zheng T, Bi F K et al. Vibration detection method for optical fibre pre-warning system[J]. IET Signal Processing, 10, 692-698(2016). http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7518541

    [11] Sha Y Y, Xi L X, Zhang X G et al. Polarization mode dispersion measurement based on wavelet threshold denoising[J]. Chinese Journal of Lasers, 45, 1106006(2018).

    [12] Pan P, Xi L X, Zhang X G et al. Experimental research on polarization mode dispersion measurement based on empirical mode decomposition[J]. Chinese Journal of Lasers, 45, 0106002(2018).

    [13] Qu H Q, Wang X X, Bi F K et al. Optical fiber vibration recognition based on wavelet reconstruction and time-space features[J]. Journal of Jishou University (Natural Science Edition), 38, 36-41(2017).

    [14] Wang J P, Hao Z, Zhu C H. Research on vibration signal recognition of optical fiber perimeter based on phase space reconstruction[J]. Journal of Hefei University of Technology (Natural Science), 40, 643-648(2017).

    [15] Zhang Y J, Liu W Z, Fu X H et al. An extraction and recognition method of the distributed optical fiber vibration signal based on EMD-AWPP and HOSA-SVM algorithm[J]. Spectroscopy and Spectral Analysis, 36, 577-582(2016).

    [16] Igelnik B, Pao Y H. Stochastic choice of basis functions in adaptive function approximation and the functional-link net[J]. IEEE Transactions on Neural Networks, 6, 1320-1329(1995). http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=471375

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    Hongquan Qu, Dianjun Gong, Changnian Zhang, Yanping Wang. Feature Extraction and Recognition Algorithm for Fiber Intrusion Signals[J]. Laser & Optoelectronics Progress, 2019, 56(13): 130601

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Dec. 12, 2018

    Accepted: Jan. 24, 2019

    Published Online: Jul. 11, 2019

    The Author Email: Dianjun Gong (769353964@qq.com)

    DOI:10.3788/LOP56.130601

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology