Acta Optica Sinica, Volume. 35, Issue 10, 1006002(2015)

Ensemble Empirical Mode Decomposition Based Event Classification Method for the Fiber-Optic Intrusion Monitoring System

Jiang Lihui1, Gai Jingyan1、*, Wang Weibo2, Xiong Xinglong1, Liang Sheng3, and Sheng Xinzhi3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(13)

    [1] [1] 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.

    [2] [2] Liu Jianxia. Research progress of distributed optical fiber sensing and monitoring technology based on φ- OTDR[J]. Laser & Optoelectronics Progress, 2013, 50(8): 080021.

    [4] [4] Zhang Ying, Chen Jiamei, Li Gang, et al.. Location method of distributed fiber-optic perimeter security system based on Mach-Zehnder interferometer[J]. Chinese J Lasers, 2012, 39(6): 0605005.

    [5] [5] Zhang Xiaoping, Liu Tiegen, Liu Kun, et al.. A distributed sensing positioning algorithm based on derivative analysis at zero level of signal [J]. Journal of Optoelectronics·Laser, 2013, 24(3): 558-562.

    [6] [6] De Vries J. A low cost fence impact classification system with neural networks[C]. IEEE 7th Africon Conference in Africa, 2004, 1:131-136

    [7] [7] Mahmoud S S, Katsifolis J. Robust event classification for a fiber optic perimeter intrusion detection system using level crossing features and artificial neural networks[C]. SPIE, 2010, 7677: 767708.

    [10] [10] Wang Siyuan, Lou Shuqin, Liang Sheng, et al.. Pattern recognition method of fiber distributed disturbance sensing system based on M-Z interferometer[J]. Infrared and Laser Engineering, 2014, 43(8): 2613-2618.

    [11] [11] Wu Z, Huang N E. Ensemble empirical mode decomposition: A noise-assisted data analysis method[J]. Advances in Adaptive Data Analysis, 2009, 1(1): 1-41.

    [12] [12] Huang N E, Shen Z, Long S R, et al.. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[C]. Proc R Soc Lond A: Mathematical, Physical and Engineering Sciences, 1998, 454(1971): 903-995.

    [13] [13] Peng Nanbo, Zhang Yanxia, Zhao Yongheng. A SVM-KNN method for quasar-star classification[J]. Science China Physics, Mechanics and Astronomy, 2013, 56(6): 1227-1234.

    CLP Journals

    [1] Chen Xiaowei, Li Xuebin1, Sun Gang, Liu Qing, Zhu Wenyue, Weng Ningquan. Background and Stochastic Terms of Optical Turbulence Profile Based on Ensemble Empirical Mode Decomposition[J]. Acta Optica Sinica, 2017, 37(1): 101001

    [2] 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

    [3] Kuan Peng, Cheng Feng, Senmao Wang, Fan Ai, Hao Li, Deming Liu, Qizhen Sun. Event Discrimination Method for Distributed Optical Fiber Intrusion Sensing System Based on Integrated Time/Frequency Domain Feature Extraction[J]. Acta Optica Sinica, 2019, 39(6): 0628002

    [4] Han Lingjuan, Wang Qiang, Fan Xinwei, Gu Xiaohong. Underwater Gas Pipeline Leakage Diagnostic Method by Distributed Optical Fiber Sensor Based on SPE[J]. Laser & Optoelectronics Progress, 2016, 53(5): 52801

    [5] XIONG Xing-long, ZHANG Wan-tong, FENG Lei, LI Meng, MA Yu-zhao, FENG Shuai. Optical Fiber Perimeter Vibration Signal Recognition Based on Multifractal Spectrum[J]. Acta Photonica Sinica, 2019, 48(2): 206001

    [6] Kuan Peng, Cheng Feng, Senmao Wang, Fan Ai, Hao Li, Deming Liu, Qizhen Sun. Event Discrimination Method for Distributed Optical Fiber Intrusion Sensing System Based on Integrated Time/Frequency Domain Feature Extraction[J]. Acta Optica Sinica, 2019, 39(6): 0628002

    Tools

    Get Citation

    Copy Citation Text

    Jiang Lihui, Gai Jingyan, Wang Weibo, Xiong Xinglong, Liang Sheng, Sheng Xinzhi. Ensemble Empirical Mode Decomposition Based Event Classification Method for the Fiber-Optic Intrusion Monitoring System[J]. Acta Optica Sinica, 2015, 35(10): 1006002

    Download Citation

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

    Category: Fiber Optics and Optical Communications

    Received: Apr. 22, 2015

    Accepted: --

    Published Online: Oct. 8, 2015

    The Author Email: Jingyan Gai (jy_gai@163.con)

    DOI:10.3788/aos201535.1006002

    Topics