High Accuracy, 6-DoF Simultaneous Localization and Calibration Using Visible Light Positioning

被引:15
作者
Chen, Junye [1 ]
Zeng, Dinghao [1 ]
Yang, Chen [1 ]
Guan, Weipeng [1 ]
机构
[1] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510641, Guangdong, Peoples R China
关键词
Cameras; Light emitting diodes; Image sensors; Optical transmitters; Matrices; Calibration; Transmission line matrix methods; 6 Degrees of freedom (6-DoF); circular projection features; high accuracy; visible light positioning (VLP);
D O I
10.1109/JLT.2022.3198649
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
Benefiting from the development of image sensors and the popularity of light-emitting diode (LED) lighting technology, visible light positioning (VLP) technology based on image sensors has ushered in vigorous development and broad prospects, which can provide low-cost and high-accuracy position service. However, the existing approaches require dense LEDs or sensors such as gyroscopes to assist positioning, which limits the area and lower the accuracy of positioning because of the errors from imperfect sensors. In this article, we propose a simultaneous localization and calibration VLP method based on double coplanar circular LED lights aiming to get rid of the dependence on additional sensors and dense LED transmitters. By the pinhole camera model and the perspective projection of circle, our proposed method extends the available position area and relaxes the required quantity of LED to two. The experiment result showed that our system has a mean 3D positioning accuracy of 7.91cm, a mean angle error of less than 1.6 degrees, and an average latency of 182ms on mobile devices.
引用
收藏
页码:7039 / 7047
页数:9
相关论文
共 36 条
[1]   Visible Light Positioning Using Bayesian Filters [J].
Amsters, Robin ;
Holm, Dimiter ;
Joly, Joren ;
Demeester, Eric ;
Stevens, Nobby ;
Slaets, Peter .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2020, 38 (21) :5925-5936
[2]   Cramer-Rao Lower Bounds of RSS-Based Localization With Anchor Position Uncertainty [J].
Angjelichinoski, Marko ;
Denkovski, Daniel ;
Atanasovski, Vladimir ;
Gavrilovska, Liljana .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2015, 61 (05) :2807-2834
[3]  
[Anonymous], 2011, THESIS KRISTIANSTAD
[4]  
[Anonymous], 2011, INT J ELECT COMPUT E
[5]   Visible Light Positioning: A Roadmap for International Standardization [J].
Armstrong, Jean ;
Sekercioglu, Y. Ahmet ;
Neild, Adrian .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (12) :68-73
[6]  
Biagi M., 2012, 2012 International Workshop on Optical Wireless Communications (IWOW 2012), DOI 10.1109/IWOW.2012.6349698
[7]  
Chen Q, 2004, LECT NOTES COMPUT SC, V3023, P521
[8]  
Chen SH, 2020, Arxiv, DOI arXiv:2010.00529
[9]   A Single LED Visible Light Positioning System Based on Geometric Features and CMOS Camera [J].
Cheng, Han ;
Xiao, Chunxian ;
Ji, Yongqing ;
Ni, Jianmin ;
Wang, Tongyao .
IEEE PHOTONICS TECHNOLOGY LETTERS, 2020, 32 (17) :1097-1100
[10]   TDOA-based indoor positioning using visible light [J].
Do, Trong-Hop ;
Yoo, Myungsik .
PHOTONIC NETWORK COMMUNICATIONS, 2014, 27 (02) :80-88