Study On Optical Communications, Volume. 47, Issue 5, 41(2021)

OSNR Prediction Method for based on Hybrid Machine Learning

WANG Feng1... LI Xing-hua1, LI Xiao-long1, ZHU Dong-ge1, XING Xiang-dong2,* and ZHAO Yong-li2 |Show fewer author(s)
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    References(3)

    [2] [2] Ives D J, Thomsen B C, Maher R, et al. Estimating OSNR of Equalised QPSK Signals[C]//37th European Conference and Exhibition on Optical Communication. Geneva,Switzerland: ECOC, 2011:1-3.

    [3] [3] Liu G , Zhang K , Chen X , et al. Hierarchical Learning for Cognitive End-to-End Service Provisioning in Multi-Domain Autonomous Optical Networks[J]. Journal of Lightwave Technology, 2019, 37(1):218-225.

    [4] [4] Wang D , Zhang M , Li Z , et al. Modulation Format Recognition and OSNR Estimation Using Cnn-based Deep Learning[J]. IEEE Photonics Technology Letters, 2017, 29(19):1667-1670.

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    WANG Feng, LI Xing-hua, LI Xiao-long, ZHU Dong-ge, XING Xiang-dong, ZHAO Yong-li. OSNR Prediction Method for based on Hybrid Machine Learning[J]. Study On Optical Communications, 2021, 47(5): 41

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    Paper Information

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    Received: Dec. 3, 2020

    Accepted: --

    Published Online: Nov. 6, 2021

    The Author Email: Xiang-dong XING (xiangdongxing@bupt.edu.cn)

    DOI:10.13756/j.gtxyj.2021.05.006

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