High-Accuracy Robot Indoor Localization Scheme Based on Robot Operating System Using Visible Light Positioning

被引:86
作者
Guan, Weipeng [1 ,2 ]
Chen, Shihuan [3 ]
Wen, Shangsheng [1 ]
Tan, Zequn [3 ]
Song, Hongzhan [3 ]
Hou, Wenyuan [1 ]
机构
[1] South China Univ Technol, Sch Mat Sci & Engn, Guangzhou 510641, Guangdong, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Hong Kong 999077, Peoples R China
[3] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510641, Guangdong, Peoples R China
来源
IEEE PHOTONICS JOURNAL | 2020年 / 12卷 / 02期
关键词
Visible light positioning (VLP); robot operating system (ROS); robot localization; high accuracy positioning; thresholding scheme; distributed framework; CAMERA;
D O I
10.1109/JPHOT.2020.2981485
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
Visible light positioning (VLP) is widely believed to be a cost-effective answer to the growing demand for service-based indoor positioning. Meanwhile, high accuracy localization is very important for mobile robots in various scenes including industrial, domestic and public transportation workspace. In this paper, an indoor robot VLP localization system based on Robot Operating System (ROS) is presented for the first time, aiming at promoting the application of VLP in mature robotic system. On the basis of our previous researches, we innovatively designed a VLP localization package which contains the basic operation control of the robots, the features extraction and recognition of the LED-ID, cm-level positioning, and robust dynamic tracking algorithms. This package exploited the proposed lightweight algorithm, distributed framework design, the loose coupling characteristics of the ROS, and the message communication methods among different nodes. What & x0027;s more, an efficient LED-ID detection scheme is proposed to ensure the lightweight and accuracy of the positioning. A prototype system has been implemented on a Turtlebot3 Robot fn id="fn1"label(1) Experiment Demonstration is available at: <uri>https://kwanwaipang.github.io/Image/ROS.mp4</uri>.</p></fn>. Experimental results show that the proposed system can provide robot indoor positioning accuracy within 1 cm and an average computational time of only 0.08 & x00A0;s.
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页数:17
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