Optical Camera Communications and Machine Learning for Indoor Visible Light Positioning

Optical Camera Communications and Machine Learning for Indoor Visible Light Positioning

The potential of VLP is increasing with the rise of indoor mobile machine applications. In this paper, a 3D indoor VLP system based on machine learning and optical camera communications is presented. The system uses electronically controlled LED luminaires as reference points and a rolling shutter C...

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Bibliographic Details
Main Author: Celso Pereira
Format: Article
Language:English
Published: Universidade do Porto 2023-09-01
Series:U.Porto Journal of Engineering
Subjects:
visible light positioning
indoor positioning system
three-dimensional positioning
cmos image sensor
rolling shutter
perspective-n-point
machine learning
convolutional neural network
yolo
Online Access:https://journalengineering.fe.up.pt/index.php/upjeng/article/view/1955

Internet

https://journalengineering.fe.up.pt/index.php/upjeng/article/view/1955

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