Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model

被引:48
|
作者
Wang, Qu [1 ]
Luo, Haiyong [2 ]
Men, Aidong [1 ]
Zhao, Fang [1 ]
Gao, Xile [2 ]
Wei, Jie [1 ]
Zhang, Yuexia [3 ]
Huang, Yan [4 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
[3] Beijing Informat Sci & Technol Univ, Beijing, Peoples R China
[4] Peking Univ, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Visible light; light emitting diode; indoor position; attitude identification; radiative decay model; sub-meter level; LOCALIZATION;
D O I
10.1177/1550147718758263
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the booming development of green lighting technology, visible light-based indoor localization has attracted a lot of attention. Visible light-based indoor positioning technology leverages a light propagation model to pinpoint target location. Compared with the radio localization technology, visible light-based indoor positioning not only can achieve higher location accuracy, but also no electromagnetic interference. In this article, we propose LIPOS, a three-dimensional indoor positioning system based on attitude identification and visible light propagation model. The LIPOS system takes advantage of the existing lighting infrastructures to localize mobile devices that have light-sensing capabilities (e.g. a smartphone) using light emitting diode lamps as anchors. The system can accurately identify the attitude of a smartphone using its integrated sensors, distinguish different light emitting diode beacons using the fast Fourier transform algorithm, construct a position cost-function based on a visible light radiative decay model, and apply a nonlinear optimizing method to acquire the optimal estimation of final location. We have implemented the LIPOS system and evaluated it with a small-scale hardware testbed, as well as moderate-sized simulations. Extensive experiments are performed in three representative indoor environmentsopen-plan office, cubicle, and corridor, which not only demonstrate that the LIPOS can effectively avoid the negative effects of dynamic change of a smartphone's attitude angle, but also show better locating accuracy and robustness, and obtain sub-meter level positioning accuracy.
引用
收藏
页数:14
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