Acta Optica Sinica, Volume. 41, Issue 13, 1306012(2021)

Method for Rayleigh Scattering Spectral Demodulation Based on Artificial Neural Network

Yifan Wang, Qingwen Liu*, and Zuyuan He**
Author Affiliations
  • State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China
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    Figures & Tables(5)
    Experimental configuration
    Schematic of frequency shift of Rayleigh scattering traces
    Structural diagrams of ANN and neuron
    Performance evaluation of ANN model. (a) Actual frequency and predictive frequency; (b) absolute errors of two frequencies
    Demodulation results by different methods. (a)(b) ANN model; (c)(d) cross-correlation method
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    Yifan Wang, Qingwen Liu, Zuyuan He. Method for Rayleigh Scattering Spectral Demodulation Based on Artificial Neural Network[J]. Acta Optica Sinica, 2021, 41(13): 1306012

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Mar. 23, 2021

    Accepted: Jun. 1, 2021

    Published Online: Jul. 11, 2021

    The Author Email: Liu Qingwen (liuqingwen@sjtu.edu.cn), He Zuyuan (zuyuanhe@sjtu.edu.cn)

    DOI:10.3788/AOS202141.1306012

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