论文标题

C+L乐队拉曼放大的灰色盒发射型意识型型号

A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification

论文作者

Zhang, Yihao, Liu, Xiaomin, Liu, Yichen, Yi, Lilin, Hu, Weisheng, Zhuge, Qunbi

论文摘要

基于拉曼扩增的物理特征,我们提出了一个基于神经网络(NN)和线性回归的三步建模方案。与基于纯NN的方法相比,通过模拟证明了更高的精度,较少的数据要求和较低的计算复杂性。

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.

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