Meta Learning based QoT Estimation of lightpaths with few samples for Optical Networks
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）
Abstract
We propose a meta learning based QoT estimation method to estimate the quality of transmission of lightpaths with few samples. The simulation results demonstrate that the proposed method outperforms the traditional models and save training samples significantly.
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Key words
Meta learning,machine learning,transmission quality estimation,artificial neural networks,optical networks
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