Convolutional neural network based nonlinear classifier for 112-Gbps high speed optical link

Chun Yen Chuang, Li Chun Liu, Chia Chien Wei*, Jun Jie Liu, Lindor Henrickson, Wan Jou Huang, Chih Lin Wang, Young Kai Chen, Jye-Hong Chen

*此作品的通信作者

研究成果: Conference contribution同行評審

51 引文 斯高帕斯(Scopus)

摘要

We have designed a novel convolutional neural network based nonlinear classifier that outperforms traditional Volterra nonlinear equalizers. A BER of 3.50 × 10 -6 is obtained for a 112-Gbps PAM4 EML-based optical link over 40-km SMF transmission.

原文English
主出版物標題2018 Optical Fiber Communications Conference and Exposition, OFC 2018 - Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1-3
頁數3
ISBN(電子)9781943580385
DOIs
出版狀態Published - 13 6月 2018
事件2018 Optical Fiber Communications Conference and Exposition, OFC 2018 - San Diego, United States
持續時間: 11 3月 201815 3月 2018

出版系列

名字2018 Optical Fiber Communications Conference and Exposition, OFC 2018 - Proceedings

Conference

Conference2018 Optical Fiber Communications Conference and Exposition, OFC 2018
國家/地區United States
城市San Diego
期間11/03/1815/03/18

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