An equalization method based on KNN for GPON with PAM4

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

doi:10.1117/12.2522666

14 February 2019 An equalization method based on KNN for GPON with PAM4

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

Proceedings Volume 11048, 17th International Conference on Optical Communications and Networks (ICOCN2018); 110481Y (2019) https://doi.org/10.1117/12.2522666
Event: 17th International Conference on Optical Communications and Networks (ICOCN2018), 2018, Zhuhai, China

Abstract

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

Citation Download Citation

Jie Liu, Jianfei Liu, Xujun Fan, Jia Lu, and Xiangye Zeng "An equalization method based on KNN for GPON with PAM4 ", Proc. SPIE 11048, 17th International Conference on Optical Communications and Networks (ICOCN2018), 110481Y (14 February 2019); https://doi.org/10.1117/12.2522666

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