Machine Learning Based EDFA Channel In-band Gain Ripple Modeling

For the first time, a framework is proposed to model EDFA's channel in-band gain ripple by machine learning. The achieved model accuracy (standard deviation) is 0.022dB/nm for gain tilt and 0.053dB for overall gain. © 2021 The Author(s)