Rolling-shutter-effect camera-based visible light communication using RGB channel separation and an artificial neural network

被引:32
|
作者
Hsu, Ke-Ling [1 ]
Chow, Chi-Wai [1 ]
Liu, Yang [2 ]
Wu, Yu-Chun [1 ]
Hong, Chong-You [1 ]
Liao, Xin-Lan [3 ]
Lin, Kun-Hsien [3 ]
Chen, Yi-Yuan [3 ]
机构
[1] Natl Chiao Tung Univ, Coll Elect & Comp Engn, Dept Photon, Hsinchu 30010, Taiwan
[2] Philips Elect Ltd, Hong Kong, Peoples R China
[3] Ind Technol Res Inst, Hsinchu, Taiwan
关键词
PANEL;
D O I
10.1364/OE.405309
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We propose and demonstrate a light-panel and rolling-shutter-effect (RSE) camera-based visible light communication (VLC) system using Z-score normalization, red/green/blue (RGB) color channel separation, and 1-D artificial neural network (ANN). The proposed scheme can mitigate the high inter-symbol interference (ISI) generated by the RSE pattern due to the low pixel-per-bit and high noise-ratio (NR) of the display contents. (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:39956 / 39962
页数:7
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