Establishing the Relationship Between GMI and SNR in Optical Networks with Nonlinear Kerr Effect

Xueying Zhong,Huazhi Lun,Mengfan Fu,Xiaomin Liu,Lilin Yi,Weisheng Hu,Qunbi Zhuge

2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC)（2022）

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摘要

We propose an artificial neural network (ANN) based algorithm to establish the mapping between generalized mutual information (GMI) and signal-to-noise ratio (SNR) in optical networks with nonlinear Kerr effect. Under highly diverse link configurations, the network achieves great performance with 0.043 dB maximum absolute error. (C) 2022 The Author(s)

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关键词

ANN,artificial neural network based algorithm,diverse link configurations,generalized mutual information,GMI,nonlinear Kerr effect,optical networks,SNR

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