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

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

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.

Original languageEnglish
Article number9089197
JournalIEEE Photonics Journal
Volume12
Issue number3
DOIs
StatePublished - Jun 2020

Keywords

  • Light emitting diode (LED)
  • visible light communication (VLC)
  • visible light positioning (VLP)

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