Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells with Third-Order Regression and Ridge Regression Algorithms,IEEE Photonics Journal

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Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells with Third-Order Regression and Ridge Regression Algorithms
IEEE Photonics Journal ( IF 2.4 ) Pub Date : 2020-06-01 , DOI: 10.1109/jphot.2020.2993031
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

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.

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