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Poster De Conférence Année : 2019

Machine learning for optical amplifier control in optical networks

Résumé

We report on a machine learning module using neural networks able to predict the optical power excursions introduced by an Erbium Doped Fiber Amplifier (EDFA) with a high accuracy.
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Dates et versions

hal-02466472 , version 1 (04-02-2020)

Identifiants

  • HAL Id : hal-02466472 , version 1

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Maria José Freire Hermelo, Franck Gillet, Antoine Lavignotte, Catherine Lepers. Machine learning for optical amplifier control in optical networks. JNOG 2019 : 39ème Journées Nationales d'Optique Guidée, Jul 2019, Saclay, France. 2019. ⟨hal-02466472⟩
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