作者
Shahin Shahkarami, Francesco Musumeci, Filippo Cugini, Massimo Tornatore
发表日期
2018/3/11
研讨会论文
2018 Optical Fiber Communications Conference and Exposition (OFC)
页码范围
1-3
出版商
IEEE
简介
We develop and test several machine-learning methods to perform detection and identification of equipment failures in optical networks. Results, obtained over real BER traces, show above 98% accuracy in most cases with reasonable algorithm complexity.
学术搜索中的文章
S Shahkarami, F Musumeci, F Cugini, M Tornatore - 2018 Optical Fiber Communications Conference and …, 2018