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

Chong-You Hong; Yu-Chun Wu; Yang Liu; Chi-Wai Chow; Chien-Hung Yeh; Ke-Ling Hsu; Dong-Chang Lin; Xin-Lan Liao; Kun-Hsien Lin; Yi-Yuan Chen

doi:10.1109/JPHOT.2020.2993031

IEEE Photonics Journal (Jan 2020)

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

Chong-You Hong,
Yu-Chun Wu,
Yang Liu,
Chi-Wai Chow,
Chien-Hung Yeh,
Ke-Ling Hsu,
Dong-Chang Lin,
Xin-Lan Liao,
Kun-Hsien Lin,
Yi-Yuan Chen

Affiliations

Chong-You Hong: Department of Photonics, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Yu-Chun Wu: Department of Photonics, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Yang Liu: Philips Electronics Ltd., Shatin, Hong Kong
Chi-Wai Chow: ORCiD; Department of Photonics, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Chien-Hung Yeh: ORCiD; Department of Photonics, Feng Chia University, Taichung, Taiwan
Ke-Ling Hsu: Department of Photonics, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Dong-Chang Lin: ORCiD; Department of Photonics, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Xin-Lan Liao: Industrial Technology Research Institute, Taiwan
Kun-Hsien Lin: Industrial Technology Research Institute, Taiwan
Yi-Yuan Chen: Industrial Technology Research Institute, Taiwan

DOI: https://doi.org/10.1109/JPHOT.2020.2993031
Journal volume & issue: Vol. 12, no. 3
pp. 1 – 5

Abstract

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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.

Published in IEEE Photonics Journal

ISSN: 1943-0655 (Online)
Publisher: IEEE
Country of publisher: United States
LCC subjects: Technology: Engineering (General). Civil engineering (General): Applied optics. Photonics; Science: Physics: Optics. Light
Website: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=4563994

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