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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 (2020) 12(3)
DOI: 10.1109/JPHOT.2020.2993031
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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.

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Hong, C. Y., Wu, Y. C., Liu, Y., Chow, C. W., Yeh, C. H., Hsu, K. L., … Chen, Y. Y. (2020). Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells with Third-Order Regression and Ridge Regression Algorithms. IEEE Photonics Journal, 12(3). https://doi.org/10.1109/JPHOT.2020.2993031

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