We demonstrate a deep neural network (DNN) trained with amplitude histograms (AHs) for optical performance monitoring in a 28-GBd PAM4 based direct detection system. Both simulation and experimental results shows DNN can successfully estimate OSNRs.

© 2018 The Author(s)

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