Optical nonlinearity monitoring and launched power optimization by artificial neural networks

We present a linear-to-nonlinear power ratio monitor based on artificial neural networks and optical spectrum. The monitoring results are used to adjust the launch power providing up to 1 dB of signal-to-noise ratio gain in the ±3 dB region around the actual optimal power.