Chinese Journal of Lasers, Volume. 51, Issue 17, 1706004(2024)

SNR Enhancement for BOTDA by DnCNN and Pulse Coding

Weiqin Li1, Qing Bai1,2, Wei Zan1, Xinyi Liu1, Yu Wang2, Xin Liu2, and Baoquan Jin1、*
Author Affiliations
  • 1Key Laboratory of Advanced Transducers and Intelligent Control System of Ministry of Education and Shanxi Province, Taiyuan University of Technology, Taiyuan 030024, Shanxi , China
  • 2College of Electronic Information and Optical Engineering, Taiyuan University of Technology, Taiyuan 030024, Shanxi , China
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    Figures & Tables(14)
    Decoding principle of Golay encoding BOTDA
    BOTDA noise reduction process based on DnCNN
    Structure diagram of DnCNN
    BOTDA experimental setup
    Comparison of BGS matrixes under different measurement methods. (a) Single pulse; (b) Golay; (c) Golay+DnCNN
    Comparison of BGS matrixes at temperature change area under different measurement methods. (a) Single pulse; (b) Golay; (c) Golay+DnCNN
    Comparison of BGS matrixes at different positions of optical fiber under different measurement methods. (a) 5.0 km; (b) 50.0 km; (c) 99.7 km
    Comparison of BFS under different measurement methods, with illustration of BFS in temperature change area
    Comparison of RMSE under different measurement methods
    BFS obtained by fusion method, with illustration of BFS in temperature change area
    BFS obtained by monopulse cumulative average method, with illustration of BFS in temperature change area
    Comparison of spatial resolution and measurement time under different methods. (a) Spatial resolution under cumulative single pulse average; (b) spatial resolution under fusion method; (c) measurement time of both methods
    Comparison of effect of different denoising algorithms, with illustration of BFS in variable temperature zone
    BFS obtained by fusion method at different temperatures, with illustrations of BFS in temperature change area (left) and linear fitting curve (right)
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    Weiqin Li, Qing Bai, Wei Zan, Xinyi Liu, Yu Wang, Xin Liu, Baoquan Jin. SNR Enhancement for BOTDA by DnCNN and Pulse Coding[J]. Chinese Journal of Lasers, 2024, 51(17): 1706004

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    Paper Information

    Category: Fiber optics and optical communication

    Received: Dec. 26, 2023

    Accepted: Feb. 6, 2024

    Published Online: Aug. 30, 2024

    The Author Email: Jin Baoquan (jinbaoquan@tyut.edu.cn)

    DOI:10.3788/CJL231584

    CSTR:32183.14.CJL231584

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