A Fast and High-Accuracy Real-Time Visible Light Positioning System Based on Single LED Lamp With a Beacon

被引:72
作者
Li, Huaping [1 ,2 ]
Huang, Hongbin [1 ,2 ]
Xu, Yongze [1 ,2 ]
Wei, Zhanhang [1 ,2 ]
Yuan, Sichen [1 ,2 ]
Lin, Puxi [1 ,2 ]
Wu, Hao [4 ]
Lei, Wen [1 ,2 ]
Fang, Junbin [1 ,2 ,3 ]
Chen, Zhe [1 ,2 ]
机构
[1] Jinan Univ, Guangzhou Key Lab Visible Light Commun, Guangzhou 510632, Peoples R China
[2] Jinan Univ, Guangdong Engn Technol Res Ctr Visible Light Comm, Guangzhou 510632, Peoples R China
[3] Peng Cheng Lab, Cyberspace Secur Res Ctr, Shenzhen 518055, Peoples R China
[4] Hunan Univ, Hunan Aerosp YuanWang Sci & Technol Co Ltd, Changsha 410205, Peoples R China
来源
IEEE PHOTONICS JOURNAL | 2020年 / 12卷 / 06期
基金
中国国家自然科学基金;
关键词
Visible light positioning(VLP); single LED VLP; real-time; unbalanced single-LED VLP algorithm;
D O I
10.1109/JPHOT.2020.3032448
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the advantages of high positioning accuracy and low cost, visible light positioning (VLP) is becoming a promising solution for practical indoor positioning system. However, most of the VLP systems require at least two VLP LED lamps for accurate position calculation. Therefore, the application of VLP in practical scenarios may be restricted due to this limitation. In this paper, we propose a fast and high-accuracy single-LED based VLP system. Firstly, an unbalanced single-LED VLP algorithm is proposed to increase the positioning accuracy and reduce the computational complexity. Secondly, a fast beacon searching algorithm is proposed to further reduce the processing time for each captured image. Finally, since the proposed algorithms have the advantages of high accuracy and low complexity, the proposed system can also be implemented on a low-end hardware platform. Experimental results show that the average positioning error of the proposed system is decreased to 2.26 cm at the height of 3 m, and the average positioning time is reduced to 6.3 ms on a laptop and 60ms on a low-end embedded platform.
引用
收藏
页数:12
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