Optimization Strategy of Raman Pump for C+L+S Optical Transmissions with ANN

Rui Wang,Jing Zhang,Hong Lin,Xue Zhao,Bo Xu,Kun Qiu

2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)（2024）

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摘要

We efficiently establish a differential model to estimate the generalized signal-to-noise ratio profiles with artificial neural network models. The optimization of the Raman pump based on this model is developed to maximize the transmission capacity. © 2024 The Author(s)

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关键词

Artificial Neural Network,Raman Pump,Artificial Neural Network Model,Hidden Layer,Probability Density Function,Signal Power,Ordinary Differential Equations,Pump Power,Noise Figure,Pump Wavelength,Amplified Spontaneous Emission,Transmission Band

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