Deep Learning for QoT Estimation in SMF and FMF Links

M. A. Amirabadi,M. H. Kahaei,S. A. Nezamalhosseini,A. Carena

2022 Asia Communications and Photonics Conference (ACP)（2022）

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摘要

We explore deep learning-based classification and regression algorithms to estimate quality of transmission in single-mode and few-mode fiber links. Both approaches are shown to be effective and low complexity.

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关键词

Quality of transmission estimation,single mode fiber,few-mode fiber,deep learning

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