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, Yiyuan Chen
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.
Topics & Concepts
Angle of arrivalRidgeComputer scienceRegressionRegression analysisAlgorithmMathematicsMachine learningStatisticsGeologyTelecommunicationsPaleontologyAntenna (radio)Optical Wireless Communication TechnologiesAdvanced Fiber Optic SensorsSemiconductor Lasers and Optical Devices