Application of QR Code for Localization and Navigation of Indoor Mobile Robot

被引:9
|
作者
Bach, Sy-Hung [1 ]
Khoi, Phan-Bui [2 ]
Yi, Soo-Yeong [1 ]
机构
[1] Seoul Natl Univ Sci & Technol, Dept Elect & Informat Engn, Seoul 01811, South Korea
[2] Hanoi Univ Sci & Technol, Sch Mech Engn, Hanoi 10000, Vietnam
来源
IEEE ACCESS | 2023年 / 11卷
关键词
QR codes; Mobile robots; Location awareness; Cameras; Robot vision systems; Sensors; Autonomous vehicles; Localization; autonomous mobile robot; QR code; artificial landmark; extended kalman filter; SYSTEM; LANDMARK;
D O I
10.1109/ACCESS.2023.3250253
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Localization is essential for the autonomous navigation of a mobile robot. Because the error of the internal dead-reckoning localization increases with time, the localization error should be corrected periodically using external environmental information. This study presents a practical application of Quick Response (QR) codes to correct the localization error by combining the external QR code information and the internal encoder values. Each QR code contains the information of its own global coordinates and is attached as a one-dimensional array on vertical, thus walls reducing the number of QR codes required for localization. Whenever a QR code is detected and decoded by the mobile robot, the relative transformation between the QR code and the robot can be computed and the pose estimation for the robot is corrected by the extended Kalman filter. Experimental results demonstrate the performance of the localization and autonomous navigation of the mobile robot. The influence of the distance between adjacent QR codes in the environment on the localization performance was also addressed and verified by experiments.
引用
收藏
页码:28384 / 28390
页数:7
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