Unsupervised Denoising Assisted Channel Impairment Compensation for Next-Generation Optical Access Networks

Hong Guo,Hui Yang,Pengcheng Deng,Li Chen,Xiaoyu Lu

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

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摘要

We propose a novel channel impairment compensation scheme that combines unsupervised denoising and Least Square equalizer for next-generation PONs. The results demonstrate the proposed scheme enhances the BER performance by improving OSNR of received signals.

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关键词

passive optical network,unsupervised denoising,deep image prior,impairment compensation

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