Received-Signal-Strength (RSS) Based 3D Visible-Light-Positioning (VLP) System Using Kernel Ridge Regression Machine Learning Algorithm With Sigmoid Function Data Preprocessing Met...

by Yu-Chun Wu, Chi-Wai Chow, Yang Liu, Yun-Shen Lin, Chong-You Hong, Dong-Chang Lin, Shao-Hua Song, Chien-Hung Yeh
Published 2020-01-01

Using Linear Interpolation to Reduce the Training Samples for Regression Based Visible Light Positioning System

by Yu-Chun Wu, Ke-Ling Hsu, Yang Liu, Chong-You Hong, Chi-Wai Chow, Chien-Hung Yeh, Xin-Lan Liao, Kun-Hsien Lin, Yi-Yuan Chen
Published 2020-01-01

Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells With Third-Order Regression and Ridge Regression Algorithms

by 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
Published 2020-01-01