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Laser & Optoelectronics Progress, Volume. 62, Issue 3, 0300002(2025)

Advances in Machine-Learning Techniques for Distributed Fiber-Optic Sensing Performance Enhancement

Dingyi Ma1...2,*, Xinyu Liu1,2, Yongzheng Li2,3, Linfeng Guo1,2,4, and Xiaomin Xu45 |Show fewer author(s)
Author Affiliations
  • 1School of Physics and Optoelectronic Engineering, Nanjing University of Information Science & Technology, Nanjing , 210044, Jiangsu , China
  • 2Jiangsu Key Laboratory for Optoelectronic Detection of Atmosphere and Ocean, Nanjing , 210044, Jiangsu , China
  • 3China Railway No.3 Group East China Construction Co., Ltd., Nanjing 211153, Jiangsu , China
  • 4Jiangsu International Joint Laboratory on Meterological Photonics and Optoelectronic Detection, Nanjing 210044, Jiangsu , China
  • 5Department of Engineering, University of Cambridge, Cambridge CB2 1PZ, United Kingdom
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    Article index updated: Jul. 8, 2025

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    Dingyi Ma, Xinyu Liu, Yongzheng Li, Linfeng Guo, Xiaomin Xu. Advances in Machine-Learning Techniques for Distributed Fiber-Optic Sensing Performance Enhancement[J]. Laser & Optoelectronics Progress, 2025, 62(3): 0300002

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    Paper Information

    Category: Reviews

    Received: Apr. 29, 2024

    Accepted: Jun. 17, 2024

    Published Online: Feb. 21, 2025

    The Author Email:

    DOI:10.3788/LOP241191

    CSTR:32186.14.LOP241191

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology