50 Gb/s PAM4 IM-DD transmissions with 10 G class optics based on LGBM-Modified-MLSE equalization

Qianwu Zhang,Xuzhuang Zhi,Shucheng Zhan,Yuntong Jiang,Bingyao Cao,Zhengxuan Li

Optical Fiber Technology（2022）

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摘要

•Applying low-cost 10 G-class optical transceivers to 50 Gb/s PAM4 IM-DD transmissions.•The proposed algorithm combines traditional equalization and machine learning.•The impact of data pre-processing and algorithm structure on algorithms is studied.•Complexity and performance analysis of the algorithm is performed.

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关键词

Machine learning,LGBM,MLSE,Equalization

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