谷歌浏览器插件
订阅小程序
在清言上使用

Indoor Positioning System Based on Visible Light Communications

C. -M. Avendano-Lopez,M. -A. Ibarra-Manzano,R. Castro-Sanchez,D. -L. Almanza-Ojeda, J. -C. Gomez-Carranza, J. -P. Amezquita-Sanchez, J. R. Rivera-Guillen,J. de J. Rangel-Magdaleno

2018 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)(2018)

引用 1|浏览42
暂无评分
摘要
In this work is proposed an implementation of a bidimensional indoor positioning system based on visible light communications. The system needs at least three led lamps forming a triangle to localize objects. The trilateration is used to calculate the position of the object, and the RSS to estimate the distance between the object and the lights. The estimators used are deterministic and computational models. The deterministic estimator used is a quadratic regression model by least squares. Computational models used are artificial neural networks: one first option includes an ANN for each lamp and a second one a general ANN for the three lamps system. Best results achieved with this system were about 5 cm of accuracy and 2.5 cm of precision, and this can be intended for the positioning of small targets moving in a room.
更多
查看译文
关键词
Visible Light Positioning System,Trilateration,Visible Light Communications,Received Signal Strength
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要