作者
Oleksandr Kotlyar, Morteza Kamalian-Kopae, Jaroslaw E Prilepsky, Maryna Pankratova, Sergei K Turitsyn
发表日期
2019/9/22
研讨会论文
45th European Conference on Optical Communication (ECOC 2019)
页码范围
1-4
出版商
IET
简介
We compare performance of several machine learning methods, including support vector machine, k-nearest neighbours, k-means clustering, and Gaussian mixture model, used for increasing transmission reach in the optical communication system based on the periodic nonlinear Fourier transform signal processing.
学术搜索中的文章
O Kotlyar, M Kamalian-Kopae, JE Prilepsky… - 45th European Conference on Optical Communication …, 2019