Predicting Optical Power Excursions In Erbium Doped Fiber Amplifiers Using Neural Networks

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

2018 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP)（2018）

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摘要

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 dealing with the negative impact of this aforementioned physical layer impairment.

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关键词

Power excursion, Erbium Doped Fiber Amplifiers, Neural Networks

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