Conference paper Open Access

Machine Learning Assisted EDFA Gain Ripple Modelling for Accurate QoT Estimation

Mahajan, Ankush; Christodoulopoulos, Kostas; Martínez, Ricardo; Spadaro, Salvatore; Muñoz, Raül

Wavelength dependent EDFA gain ripple has an impact on connection’s OSNR performance. We propose a machine learning regression model to estimate the end to end gain ripple penalty and to increase QoT estimation accuracy.

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