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.
MoreTranslated text
Key words
Meta learning,machine learning,transmission quality estimation,artificial neural networks,optical networks
AI Read Science
Must-Reading Tree
Example
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined