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Optica Publishing Group
Conferences > OFC > 2018 > M2F > M2F.3

Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques

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

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Abstract

We review applications of machine learning (ML) in various aspects of optical communications including optical performance monitoring, fiber nonlinearity compensation, and software-defined networking. The future role of ML in optical communications is also discussed.

© 2018 The Author(s)

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