Xiaomin Liu

Yihao Zhang, Xiaomin Liu, Yichen Liu et al.

Based on the physical features of Raman amplification, we propose a three-step modelling scheme based on neural networks (NN) and linear regression. Higher accuracy, less data requirements and lower computational complexity are demonstrated through simulations compared with the pure NN-based method.