Mode Crosstalk Mitigation Based on Convolutional Neural Network in Direct Detection Mode Division Multiplexing Passive Optical Network

Li Chen,Hui Yang,Lianshan Yan,Xiaoyu Lu

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）

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摘要

A crosstalk mitigation scheme based on convolutional neural networks is proposed for MDM-PON. The simulation results show the proposed scheme can effectively compensate for channel impairment without requiring information from other modes.

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关键词

Passive optical network,Mode division multiplexing,Mode crosstalk,Convolutional neural network

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