Summary
International Symposium on Nonlinear Theory and Its Applications
2022
Session Number:B2L-E
Session:
Number:B2L-E-01
Recognition Using YOLO for Degraded Images on Visible Light Communication
Hiroko Matsuda , Haruna Matsushita , Shintaro Arai,
pp.289-292
Publication Date:12/12/2022
Online ISSN:2188-5079
Summary:
This paper focuses on the visible light communication (VLC) and proposes a signal demodulation method using a You Only Look Once (YOLO). Especially, VLC used in intelligent transport systems (ITS), we assume that a transmitter is a LED traffic light and a receiver is a high-speed on-vehicle camera. The VLC requires a high image recognition accuracy from captured images and a high-speed decoding processing. This study proposes a YOLO-based demodulation method for the VLC. Simulation results show that our method was able to exactly demodulate the transmitted images with almost 100\% probability.