Laser & Infrared, Volume. 55, Issue 3, 466(2025)

Fiber optic network node anomaly recognition algorithm based on clustering neural network

YUAN Jiao-jie, JIAO Meng-tian, and ZHAO Jie-wen
Author Affiliations
  • School of Information Engineering, Jiaozuo University, Jiaozuo 454003, China
  • show less
    References(9)

    [1] [1] Peng Z Q, Jian J N, Wen H Q, et al. Distributed fiber sensor and machine learning data analytics for pipeline protection against extrinsic intrusions and intrinsic corrosions[J]. Optics Express, 2020, 28(19): 27277-27292.

    [2] [2] Jiang J P, Liu F, Wang H H, et al. Lateral positioning of vibration source for underground pipeline monitoring based on ultra-weak fiber Bragg grating sensing array[J]. Measurement, 2021, 172: 108892.

    [3] [3] Di Sante R. Fibre optic sensors for structural health monitoring of aircraft composite structures: recent advances and applications[J]. Sensors, 2015, 15(8): 18666-18713.

    [4] [4] Wu H J, QAINY, Zhang W, et al. Feature extraction and identification in distributed optical-fiber vibraton sensing system for oil pipeline safety monitoring[J]. Photonic Sensors, 2017, 7(4): 305-310.

    [5] [5] Ren L, Jiang T, Jia Z G, et al. Pipeline corrosion and leakage monitoring base optical fiber sensing technology[J]. Measurment, 2018, 122: 57-65.

    [6] [6] Sidelnikov O, Redyuk A, Sygletos S. qualization performance and complexity analysis of dynamic deep neural networks in long hal transmission systems[J]. Optics Express, 2018, 26(25): 32765-32776.

    [13] [13] Li T D, Fan C Z, Li H, et al. Nonintrusive distributed flow rate sensing system based on flow-induced vibrations detection[J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 7001808.

    [14] [14] Chi Q, Luo Y, Ren J, et al. Review on fiber-optic sensing in health monitoring of power grids[J]. Optical Engineeing, 2019, 58(7): 072007-072011.

    [15] [15] Du Y K, Shang Y, Wang C, et al. Intrusive and non-intrusive microflow measurement based on distributed optical fiber acoustic sensing[J]. Measurement, 2023, 210: 112513.

    Tools

    Get Citation

    Copy Citation Text

    YUAN Jiao-jie, JIAO Meng-tian, ZHAO Jie-wen. Fiber optic network node anomaly recognition algorithm based on clustering neural network[J]. Laser & Infrared, 2025, 55(3): 466

    Download Citation

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

    Category:

    Received: Aug. 14, 2024

    Accepted: Apr. 23, 2025

    Published Online: Apr. 23, 2025

    The Author Email:

    DOI:10.3969/j.issn.1001-5078.2025.03.022

    Topics