Predicting optical power excursions in erbium doped fiber amplifiers using neural networks

Autor: Maria Freire, Antoine Lavignotte, Catherine Lepers, Franck Gillet, Djamel Amar, Sebastien Mansfeld

Publikováno v: Proceedings ACP 2018 : Asia Communication and Photonics Conference
ACP 2018 : Asia Communication and Photonics Conference
ACP 2018 : Asia Communication and Photonics Conference, Oct 2018, Hangzhou, China. pp.1-3, ⟨10.1109/ACP.2018.8596233⟩

International audience; We report on a Machine Learning approach based on artificial Neural Networks to predict optical power excursion in Erbium Doped Fiber Amplifiers. Its flexibility and adaptability could be valuable for future optical networks d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa2ce4b6c4d77cce21e9d1217a5655db
https://hal.archives-ouvertes.fr/hal-01980287