An Equalization Method Based On Knn For Gpon With Pam4

Jie Liu,Jianfei Liu,Xujun Fan,Jia Lu,Xiangye Zeng

17TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN2018)（2019）

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摘要

A machine learning equalization technique based on KNN for 56Gpbs PAM4-GPON is proposed by nonlinear classification characteristics of KNN. Simulation results show that the proposed method can effectively optimize the performance of equalization and increase bandwidth of the GPON network.

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关键词

machine learning, KNN, PAM4, GPON

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