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Conferences > SPPCom > 2017 > SpW2F > SpW2F.3

Machine Learning Methods for Optical Communication Systems

Faisal Nadeem Khan, Chao Lu, and Alan Pak Tao Lau

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Abstract

We review application of machine learning methods to tackle fiber linear/nonlinear impairments as well as to estimate crucial signal parameters in optical networks. Recent works involving hierarchical learning approaches are also discussed.

© 2017 Optical Society of America

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