Modulation Format Recognition based on Transfer Learning for Visible Light Communication Systems

Zhenquan Zhao,Zixian Wei,Zhaoming Wang,Yuan Zhang,Mutong Li,Faisal Nadeem Khan, H. Y. Fu

2021 Opto-Electronics and Communications Conference (OECC)（2021）

引用 1|浏览3

暂无评分

摘要

We demonstrate a novel modulation format recognition method using transfer learning for OFDM-VLC systems. The proposed AlexNet/GoogLeNet-TL-based scheme significantly improves recognition accuracy over a large SNR range in practical scenarios with small training datasets available.

查看译文

关键词

OFDM-VLC systems,recognition accuracy,transfer learning,visible light communication systems,novel modulation format recognition method,AlexNet-GoogLeNet-TL-based scheme

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要