Semiconductor Optoelectronics, Volume. 43, Issue 1, 188(2022)

A Fast Strain Demodulation Method for Intelligent Overhead Line Based on Artificial Neural Network

YE Mingwu1... ZHONG Chaoyi1, ZHANG Lujuan1, ZHENG Xingyue1, LEI Yu1, and ZHAO Lijuan2,34,* |Show fewer author(s)
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    References(6)

    [12] [12] Agrawal G P. Nonlinear Fiber Optics[M]. New York: Academic Press, 2001.

    [13] [13] Xu Zhiniu, Zhao Lijuan, Qin Hua. Selection of spectrum model in estimation of Brillouin frequency shift for distributed optical fiber sensor[J]. Optik, 2019, 199: 163355.

    [14] [14] Zhang Yanjun, Li Da, Fu Xinghu, et al. An improved Levenberg-Marquardt algorithm for extracting the features of Brillouin scattering spectrum[J]. Measurement Science & Technology, 2013, 24(1): 015204.

    [17] [17] Li Y, Wang J. Optimized neural network for temperature extraction from Brillouin scattering spectra[J]. Optical Fiber Technology, 2020, 58: 102314.

    [18] [18] Lu C, Liang Y, Jia X, et al. Artificial neural network for accurate retrieval of fiber Brillouin frequency shift with non-local effects[J]. IEEE Sensors J., 2020, 20(15): 8559-8569.

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    YE Mingwu, ZHONG Chaoyi, ZHANG Lujuan, ZHENG Xingyue, LEI Yu, ZHAO Lijuan. A Fast Strain Demodulation Method for Intelligent Overhead Line Based on Artificial Neural Network[J]. Semiconductor Optoelectronics, 2022, 43(1): 188

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    Paper Information

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    Received: Sep. 24, 2021

    Accepted: --

    Published Online: Mar. 24, 2022

    The Author Email: Lijuan ZHAO (hdzlj@126.com)

    DOI:10.16818/j.issn1001-5868.2021092401

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