LGBM-improved-MLSE equalizer for 50Gb/s PAM4 IM-DD PON with 10G class optical transceivers

Qianwu Zhang,Yuntong Jiang,Shuaihang Duan,Zicong Wang,Pu Li,Bingyao Cao,Yating Wu

LGBM-improved-MLSE equalizer for 50Gb/s PAM4 IM-DD PON with 10G class optical transceivers

2020

Qianwu Zhang
Yuntong Jiang
Shuaihang Duan
Zicong Wang
Pu Li
Bingyao Cao
Yating Wu

A light gradient boosting machine improved-MLSE equalizer for 50Gb/s PAM4 IM-DD PON with 10G class optical transceivers is proposed and experimental results show that 21 dB power budget is achieved over 15km SSMF.

Keywords:

Transmission (telecommunications)
Power budget
Equalizer
Transceiver
Gradient boosting
Signal processing
Computer science
Electronic engineering
Passive optical network

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