Photonics Research, Volume. 8, Issue 5, 690(2020)

Distributed Brillouin frequency shift extraction via a convolutional neural network

Yiqing Chang1、†, Hao Wu†、*, Can Zhao, Li Shen, Songnian Fu, and Ming Tang
Author Affiliations
  • Wuhan National Laboratory for Optoelectronics (WNLO) & National Engineering Laboratory for Next Generation Internet Access System, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China
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    References(22)

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    CLP Journals

    [1] Qiuquan Yan, Qinghui Deng, Jun Zhang, Ying Zhu, Ke Yin, Teng Li, Dan Wu, Tian Jiang, "Low-latency deep-reinforcement learning algorithm for ultrafast fiber lasers," Photonics Res. 9, 1493 (2021)

    [2] Qiang Cai, Ya Guo, Pu Li, Adonis Bogris, K. Alan Shore, Yamei Zhang, Yuncai Wang, "Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing," Photonics Res. 9, B1 (2021)

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    Yiqing Chang, Hao Wu, Can Zhao, Li Shen, Songnian Fu, Ming Tang, "Distributed Brillouin frequency shift extraction via a convolutional neural network," Photonics Res. 8, 690 (2020)

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    Paper Information

    Category: Instrumentation and Measurements

    Received: Feb. 5, 2020

    Accepted: Feb. 28, 2020

    Published Online: Apr. 23, 2020

    The Author Email: Hao Wu (wuhaoboom@qq.com)

    DOI:10.1364/PRJ.389970

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