A novel scheme to monitor self-phase modulation (SPM) noise based on pilot symbols and artificial neural network (ANN) is proposed. A root-mean-square error (RMSE) of 0.36 dB is achieved in highly diverse link configurations.

© 2019 The Author(s)

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