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.

Files (1.1 MB)
Name Size
Machine Learning Assisted EDFA Gain Ripple.pdf
md5:d6d08dc3d4965d48b3211bb01cd3e0ab
1.1 MB Download
85
236
views
downloads
All versions This version
Views 8588
Downloads 236236
Data volume 253.2 MB253.2 MB
Unique views 7477
Unique downloads 217217

Share

Cite as