Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling

09/11/2020

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by   Metodi P. Yankov, et al.

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Cascades of a machine learning-based EDFA gain model trained on a single physical device and a fully differentiable stimulated Raman scattering fiber model are used to predict and optimize the power profile at the output of an experimental multi-span fully-loaded C-band optical communication system.