Published September 26, 2019
| Version v1
Conference paper
Open
Machine Learning Assisted EDFA Gain Ripple Modelling for Accurate QoT Estimation
Authors/Creators
- 1. Centre Tecnològic de Telecomunicacions de Catalunya (CTTC)
- 2. Nokia Bell Labs
- 3. Universitat Politècnica de Catalunya (UPC)
Description
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.