Going deeper into OSNR estimation with CNN

F Shen, J Zhou, Z Huang, L Li - Photonics, 2021 - mdpi.com
As optical performance monitoring (OPM) requires accurate and robust solutions to tackle
the increasing dynamic and complicated optical network architectures, we experimentally …

Intelligent joint multi-parameter optical performance monitoring scheme based on HT images and MT-ResNet for elastic optical network

F Yang, C Bai, X Chi, R Zhang, Q Qi, Z Sun, H Xu… - Optical Fiber …, 2024 - Elsevier
In elastic optical network (EON), joint multi-parameter optical performance monitoring (OPM)
can effectively manage, diagnose, and reduce operational costs for transmission optical …

Joint modulation format identification and OSNR estimation method based on trajectory information analysis

L Yang, H Xu, C Bai, X Yu, P Ge, K You, W Sun… - Optics …, 2022 - Elsevier
We propose a joint modulation format identification (MFI) and optical signal-to-noise ratio
(OSNR) estimation method via analyzing the trajectory information of the received adjacent …

Joint multi-parameter optical performance monitoring scheme based on trajectory information for a Stokes vector direct detection system

X Yu, C Bai, L Yang, H Xu, W Sun, J Li - Applied Optics, 2022 - opg.optica.org
In this study, we propose and verify a joint multi-parameter optical performance monitoring
(OPM) scheme based on trajectory information for the Stokes vector direct detection (SVDD) …

A Low-complexity OSNR monitoring scheme based on amplitude variance analysis

P Ge, H Xu, C Bai, L Yang, W Sun, X Yu, R Zhao, B Li… - Optik, 2021 - Elsevier
In this work, we have proposed and verified a low-complexity optical signal-to-noise ratio
(OSNR) monitoring scheme based on amplitude variance analysis (AVA). The key feature …

A Simple and Effective K-means Assisted OSNR Monitoring Scheme

P Ge, H Xu, L Yang, C Bai, W Sun… - Asia Communications and …, 2020 - opg.optica.org
A Simple and Effective K-means Assisted OSNR Monitoring Scheme Page 1 M4A.232.pdf
Asia Communications and Photonics Conference 2020 © OSA 2020 A Simple and Effective …