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

IEEE Photonics Journal（2020）

引用 43|浏览11

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摘要

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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Light emitting diodes,Photovoltaic cells,Robots,Machine learning,Cameras,Silicon,Licenses

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