Abstract
In this tutorial, we review cognitive management and performance monitoring methods based on machine learning for addressing important challenges such as quality of transmission estimation, performance prediction and failure detection in coherent optical networks.
© 2020 The Author(s)
PDF ArticleMore Like This
Marija Furdek and Carlos Natalino
NeW1B.3 Photonic Networks and Devices (Networks) 2020
Christine Tremblay
C1F_2 Conference on Lasers and Electro-Optics/Pacific Rim (CLEOPR) 2020
Bing Zhang, Yongli Zhao, Yajie Li, Xiaosong Yu, Ying Wang, Dajiang Wang, and Jie Zhang
T4G.1 Asia Communications and Photonics Conference (ACPC) 2019