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

doi:10.1177/1550147718758263

	Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model
	Wang, Qu 1; Luo, Haiyong 2; Men, Aidong 1; Zhao, Fang 1; Gao, Xile 2; Wei, Jie 1; Zhang, Yuexia 3; Huang, Yan 4
	2018-02-15
发表期刊	INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS
ISSN	1550-1477
卷号	14 期号:2 页码:14
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.
关键词	Visible light light emitting diode indoor position attitude identification radiative decay model sub-meter level
DOI	10.1177/1550147718758263
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program[2016YFB0502 04] ; National Natural Science Foundation of China[61374214] ; National Natural Science Foundation of China[61671264] ; National Natural Science Foundation of China[61671077] ; International S&T Cooperation Program of China[2015DFG12520] ; Beijing Key Laboratory of Mobile Computing and Pervasive Device
WOS研究方向	Computer Science ; Telecommunications
WOS类目	Computer Science, Information Systems ; Telecommunications
WOS记录号	WOS:000425337000001
出版者	SAGE PUBLICATIONS INC
引用统计	被引频次：46[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/6178
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Luo, Haiyong
作者单位	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
推荐引用方式 GB/T 7714	Wang, Qu,Luo, Haiyong,Men, Aidong,et al. Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model[J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS,2018,14(2):14.
APA	Wang, Qu.,Luo, Haiyong.,Men, Aidong.,Zhao, Fang.,Gao, Xile.,...&Huang, Yan.(2018).Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model.INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS,14(2),14.
MLA	Wang, Qu,et al."Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model".INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 14.2(2018):14.