Study On Optical Communications, Volume. 51, Issue 1, 230147-01(2025)
Fiber Nonlinear Impairment Compensation based on Multi-source Domain Transfer Learning
Fig. 2. Parameter update diagram of multi-source domain transfer learning
Fig. 3. Schematic of transferring the learning for the optical communication system with the equalizer based on CNN-BiLSTM
Fig. 5. Q-factor curve migrating from different transmit power to 2 dBm
Fig. 6. Q-factor curve for migration from heterogeneous domain set to 2 dBm
Fig. 7. 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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Received: Sep. 19, 2023
Accepted: --
Published Online: Feb. 24, 2025
The Author Email: ZHANG Hongbo (zhanghb@cuit.edu.cn)