Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells With Third-Order Regression and Ridge Regression Algorithms

doi:10.1109/JPHOT.2020.2993031

Title:	Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells With Third-Order Regression and Ridge Regression Algorithms
Authors:	Hong, Chong-You Wu, Yu-Chun Liu, Yang Chow, Chi-Wai Yeh, Chien-Hung Hsu, Ke-Ling Lin, Dong-Chang Liao, Xin-Lan Lin, Kun-Hsien Chen, Yi-Yuan 光電工程學系 Department of Photonics
Keywords:	Light emitting diode (LED);visible light communication (VLC);visible light positioning (VLP)
Issue Date:	1-Jun-2020
Abstract:	We put forward and demonstrate a angle-of-arrival (AOA) based visible-light-positioning (VLP) system using quadrant-solar-cell (QSC) and third-order ridge regression machine learning (RRML) to improve the positioning accuracy.
URI:	http://dx.doi.org/10.1109/JPHOT.2020.2993031 http://hdl.handle.net/11536/154962
ISSN:	1943-0655
DOI:	10.1109/JPHOT.2020.2993031
Journal:	IEEE PHOTONICS JOURNAL
Volume:	12
Issue:	3
Begin Page:	0
End Page:	0
Appears in Collections:	Articles