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Conferences > OFC > 2018 > Tu3E > Tu3E.3

Data-analytics-based Optical Performance Monitoring Technique for Optical Transport Networks

Takahito Tanimura, Takeshi Hoshida, Tomoyuki Kato, Shigeki Watanabe, and Hiroyuki Morikawa

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Abstract

We experimentally demonstrate that a convolutional neural network (CNN) can acquire an accurate OSNR estimation functionality from asynchronously sampled data right after intradyne coherent detection, while the feature selection before the CNN can be omitted.

© 2018 The Author(s)

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