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Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells With Third-Order Regression and Ridge Regression Algorithms
- Source :
- IEEE Photonics Journal, Vol 12, Iss 3, Pp 1-5 (2020)
- Publication Year :
- 2020
- Publisher :
- IEEE, 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.
Details
- Language :
- English
- ISSN :
- 19430655
- Volume :
- 12
- Issue :
- 3
- Database :
- Directory of Open Access Journals
- Journal :
- IEEE Photonics Journal
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.45983fb814d449c7b75081109432d3a3
- Document Type :
- article
- Full Text :
- https://doi.org/10.1109/JPHOT.2020.2993031