用于 OSNR 估计的神经网络训练——从原型到产品
信号处理
2020-03-06 v1
摘要
本文提出并实验验证了一种利用相干收发器进行在线 OSNR 测量的方法。采用神经网络来识别并去除估计 OSNR 中的非线性噪声贡献。
引用
@article{arxiv.2003.02333,
title = {Neural Network Training for OSNR Estimation -- From Prototype to Product},
author = {Andrew D. Shiner and Mohammad E. Mousa-Pasandi and Meng Qiu and Michael A. Reimer and Eui Young Park and Michael Hubbard and Qunbi Zhuge and Francisco J. Vaquero Caballero and Maurice O'Sullivan},
journal= {arXiv preprint arXiv:2003.02333},
year = {2020}
}
备注
This invited talk summary was prepared for proceedings of the symposium on 'The Role of Machine Learning for the Next-generation of Optical Communication Systems and Networks' at the Optical Fiber and Communication Conference (OFC) in March 2020