Chinese Journal of Lasers, Volume. 48, Issue 17, 1706001(2021)

Denoising Scheme of BOTDR System Using the Combination of Lifting Wavelet Threshold and Cumulative Average

Chen Wang, Lixia Xi*, Yang’an Zhang, Xueguang Yuan, Xiaoguang Zhang, Linan Shan, Zhenyu Xiao, and Xuan Li
Author Affiliations
  • State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, China
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    Figures & Tables(9)
    Variation of Brillouin signal power PS(L) and signal-to-noise ratio with fiber position L. (a) Brillouin signal power at different positions; (b) SNR at different positions when P0=64 mW
    Flow chart of lifting wavelet threshold denoising
    Optimal wavelet basis under different signal-to-noise ratios. (a) RSN=-6 dB; (b) RSN=-15 dB; (c) RSN=-20 dB
    Optimal threshold rules and decomposition layers under different signal-to-noise ratios. (a) RSN=-6 dB; (b) RSN=-15 dB; (c) RSN=-20 dB
    Flow chart of noise reduction algorithm
    Schematic diagram of the BOTDR system
    Brillouin frequency shift distribution along the fiber length. (a) Cumulative average; (b) cumulative average + wavelet threshold denoising; (c) cumulative average + lifting wavelet threshold denoising
    • Table 1. Noise reduction without threshold rule and threshold function

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      Table 1. Noise reduction without threshold rule and threshold function

      ThresholdruleRSN=-6 dBRSN=-15 dBRSN=-20 dB
      HardfunctionSoftfunctionHardfunctionSoftfunctionHardfunctionSoftfunction
      Sqtwolog12.8513.858.078.093.693.70
      Rigrsure1.778.57-6.371.93-14.12-7.35
      Heursure11.7713.838.078.08-1.513.42
      Minimaxi2.7712.61-7.924.82-12.25-0.25
    • Table 2. Noise reduction effect of different noise reduction algorithms

      View table

      Table 2. Noise reduction effect of different noise reduction algorithms

      AlgorithmSNR /dBRMSETime /ms
      Cumulative average (N=5000)21.710.12486.22
      Wavelet11.780.429.05
      Lifting wavelet13.850.328.20
      Cumulative average (N=1000)+wavelet25.620.07109.38
      Cumulative average (N=1000)+lifting wavelet27.520.06108.15
      Cumulative average (N=1000)14.820.26103.87
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    Chen Wang, Lixia Xi, Yang’an Zhang, Xueguang Yuan, Xiaoguang Zhang, Linan Shan, Zhenyu Xiao, Xuan Li. Denoising Scheme of BOTDR System Using the Combination of Lifting Wavelet Threshold and Cumulative Average[J]. Chinese Journal of Lasers, 2021, 48(17): 1706001

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    Paper Information

    Category: fiber optics and optical communications

    Received: Dec. 2, 2020

    Accepted: Feb. 5, 2021

    Published Online: Sep. 1, 2021

    The Author Email: Lixia Xi (xilixia@bupt.edu.cn)

    DOI:10.3788/CJL202148.1706001

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