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Conferences > OECC > 2021 > JS2B > JS2B.12

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, and H. Y. Fu

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Abstract

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.

© 2021 The Author(s)

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