Improved spring model-based collaborative indoor visible light positioning

被引:17
|
作者
Luo, Zhijie [1 ]
Zhang, WeiNan [1 ]
Zhou, GuoFu [1 ,2 ,3 ]
机构
[1] South China Normal Univ, South China Acad Adv Optoelect, Inst Elect Paper Displays, Guangzhou 510006, Guangdong, Peoples R China
[2] Shenzhen Guohua Optoelect Tech Co Ltd, Shenzhen 518110, Peoples R China
[3] Acad Shenzhen Guohua Optoelect, Shenzhen 518110, Peoples R China
关键词
Indoor positioning; Visible light positioning; Fingerprinting; Improved spring model; SYSTEM;
D O I
10.1007/s10043-016-0204-z
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Gaining accuracy with indoor positioning of individuals is important as many location-based services rely on the user's current position to provide them with useful services. Many researchers have studied indoor positioning techniques based on WiFi and Bluetooth. However, they have disadvantages such as low accuracy or high cost. In this paper, we propose an indoor positioning system in which visible light radiated from light-emitting diodes is used to locate the position of receivers. Compared with existing methods using light-emitting diode light, we present a high-precision and simple implementation collaborative indoor visible light positioning system based on an improved spring model. We first estimate coordinate position information using the visible light positioning system, and then use the spring model to correct positioning errors. The system can be employed easily because it does not require additional sensors and the occlusion problem of visible light would be alleviated. We also describe simulation experiments, which confirm the feasibility of our proposed method.
引用
收藏
页码:479 / 486
页数:8
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