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Conferences > OFC > 2019 > Th2A > Th2A.44

Deep Learning Enabled Simultaneous OSNR and CD Monitoring for Coherent Transmission System

Chunxiao Wang, Songnian Fu, Ming Tang, Li Xia, and Deming Liu

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Abstract

We demonstrate long short-term memory neural network (LSTM-NN) enabled simultaneous OSNR and CD monitoring with features of modulation-format and baud-rate insensitive. The mean absolute errors (MAEs) of simultaneous monitoring are below 0.1dB and 0.64ps/nm, respectively.

© 2019 The Author(s)

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