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

Code

• github.com/myankov/EDFA-data-reading-scripts
  none★ 2

Abstract

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.

Tasks

Reproductions