Machine Learning-Based Optical Performance Monitoring for Super-Channel Optical Networks

In this paper, and for the first time in literature, optical performance monitoring (OPM) of super-channel optical networks is considered. In particular, we propose a novel machine learning OPM technique based on the use of transformed in-phase quadrature histogram (IQH) features and support vector...

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Bibliographic Details

Published in:	Photonics
Main Authors:	Waddah S. Saif, Amr M. Ragheb, Bernd Nebendahl, Tariq Alshawi, Mohamed Marey, Saleh A. Alshebeili
Format:	Article
Language:	English
Published:	MDPI AG 2022-04-01
Subjects:	super-channel based optical networks optical performance monitoring machine learning
Online Access:	https://www.mdpi.com/2304-6732/9/5/299