Study On Optical Communications, Volume. 51, Issue 1, 230147-01(2025)

Fiber Nonlinear Impairment Compensation based on Multi-source Domain Transfer Learning

Zhixuan CHEN1... Ju CAI1, Hongbo ZHANG1,*, Min ZHANG1, Feng WAN1, Jie DU1, Jiao LIU1 and Qianwu ZHANG2 |Show fewer author(s)
Author Affiliations
  • 1College of Communication Engineering, Chengdu University of Information Technology, Chengdu 610225, China
  • 2Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Shanghai University, Shanghai 200072, China
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    Figures & Tables(7)
    The structure of equalizer based on CNN-BiLSTM
    Parameter update diagram of multi-source domain transfer learning
    Schematic of transferring the learning for the optical communication system with the equalizer based on CNN-BiLSTM
    5-channel WDM transmission experimental setup
    Q-factor curve migrating from different transmit power to 2 dBm
    Q-factor curve for migration from heterogeneous domain set to 2 dBm
    The relationship between the transmitted power of the target domain and the Q -value
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    Zhixuan CHEN, Ju CAI, Hongbo ZHANG, Min ZHANG, Feng WAN, Jie DU, Jiao LIU, Qianwu ZHANG. Fiber Nonlinear Impairment Compensation based on Multi-source Domain Transfer Learning[J]. Study On Optical Communications, 2025, 51(1): 230147-01

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    Paper Information

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    Received: Sep. 19, 2023

    Accepted: --

    Published Online: Feb. 24, 2025

    The Author Email: ZHANG Hongbo (zhanghb@cuit.edu.cn)

    DOI:10.13756/j.gtxyj.2025.230147

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