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

We put forward and experimentally demonstrate a second order machine-learning (ML) based visible-light-positioning (VLP) system using simple linear interpolation algorithm to reduce the training samples required in the ML algorithm. Algorithms of the second order regression ML model using 2,430 trai...

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Bibliographic Details

Published in:	IEEE Photonics Journal
Main Authors:	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
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Subjects:	Light emitting diode (LED) visible light communication (VLC) visible light positioning (VLP).
Online Access:	https://ieeexplore.ieee.org/document/9004522/