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The DNN-based DBP scheme for nonlinear compensation and longitudinal monitoring of optical fiber links

Feiyu Li Xian Zhou Yuyuan Gao Jiahao Huo Rui Li Keping Long

Digital Communications and Networks2025，Vol.11Issue(1)：P.43-51,9.

Digital Communications and Networks2025，Vol.11Issue(1)：P.43-51,9.DOI:10.1016/j.dcan.2022.12.020

The DNN-based DBP scheme for nonlinear compensation and longitudinal monitoring of optical fiber links

Feiyu Li ¹Xian Zhou ¹Yuyuan Gao ¹Jiahao Huo ¹Rui Li ²Keping Long¹

作者信息

1. University of Science and Technology Beijing(USTB),No.30 Xue Yuan Road,Haidian,Beijing,100083,China
2. China Broadcasting Network Co.,Ltd,No.20 Li Ze Road,Fengtai,Beijing,100071,China
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摘要

关键词

Digital back-propagation/Deep neural network/Nonlinear interference mitigation/Optical fiber communications/Power profile estimation/Split-step fourier method

分类

信息技术与安全科学

引用本文复制引用

Feiyu Li,Xian Zhou,Yuyuan Gao,Jiahao Huo,Rui Li,Keping Long..The DNN-based DBP scheme for nonlinear compensation and longitudinal monitoring of optical fiber links[J].Digital Communications and Networks,2025,11(1):P.43-51,9.

基金项目

supported by the National Key Research and Development Program of China (2019YFB1803905) （2019YFB1803905）

the National Natural Science Foundation of China (No.62171022) （No.62171022）

Beijing Natural Science Foundation (4222009) （4222009）

Guangdong Basic and Applied Basic Research Foundation (2021B1515120057) （2021B1515120057）

the Scientific and Technological Innovation Foundation of Shunde Graduate School,USTB (No.BK19AF005)。（No.BK19AF005）

Digital Communications and Networks

ISSN：2468-5925

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