Laser & Optoelectronics Progress, Volume. 61, Issue 17, 1706010(2024)

Noise Reduction Method for Optical Fiber Perimeter Intrusion Signal Based on POA-VMD and MPE

Yuzhao Ma1、*, Qingxiao Zhu1, Lü Qiming1, and Meng Li2
Author Affiliations
  • 1College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China
  • 2College of Air Traffic Management, Civil Aviation University of China, Tianjin 300300, China
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    References(20)

    [4] Shang Q F, Huang D. Optical fiber vibration signal denoising method based on MELMD-ICA[J]. Semiconductor Optoelectronics, 44, 312-318(2023).

    [15] Xiong X L, Feng L, Liu J et al. De-noising method of Φ‍-OTDR signal based on improved variational mode decomposition[J]. Semiconductor Optoelectronics, 41, 400-405(2020).

    [16] Lu T D, Li Z, He X X et al. GNSS vertical time series prediction method integrating VMD and XGBoost algorithms[J]. Acta Geodaetica et Cartographica Sinica, 52, 1235-1244(2023).

    [17] Han Y, Sun K Q, Yan J N et al. Surface temperature prediction of East China Sea based on variational mode decomposition-long-short term memory-broad learning system hybrid model[J]. Laser & Optoelectronics Progress, 60, 0701001(2023).

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    Yuzhao Ma, Qingxiao Zhu, Lü Qiming, Meng Li. Noise Reduction Method for Optical Fiber Perimeter Intrusion Signal Based on POA-VMD and MPE[J]. Laser & Optoelectronics Progress, 2024, 61(17): 1706010

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Dec. 11, 2023

    Accepted: Jan. 11, 2024

    Published Online: Sep. 9, 2024

    The Author Email: Yuzhao Ma (yzma@cauc.edu.cn)

    DOI:10.3788/LOP232648

    CSTR:32186.14.LOP232648

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