Mobile robot location algorithm based on image processing technology

被引:7
|
作者
Wu, Guifeng [1 ]
Zheng, Jie [1 ]
Bao, Jiatong [1 ]
Li, Shengquan [1 ]
机构
[1] Yangzhou Univ, Dept Elect Engn, 196 Huayang West Rd, Yangzhou 225127, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Mobile robot; Positioning and tracking; Image processing technology;
D O I
10.1186/s13640-018-0352-0
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
To improve the reconfigurable micro mobile robot cluster system based on precision detection, a positioning and tracking system based on computer digital image processing technology was developed. The system consisted of three subsystems: image acquisition and preprocessing subsystem, rapid positioning subsystem based on robot marker recognition, and tracking subsystem based on position estimation. First, after studying the related algorithms in the subsystem, the threshold selection method of adaptive gray weight conversion was proposed for image preprocessing. Then, a fast positioning method based on marker recognition for miniature mobile robots was proposed. The selection of micro-robot markers and the basis for judging the selection of moments were given. A triangular projection positioning method was implemented, and related experimental results were given. Finally, the windowing scanning algorithm was optimized. According to the speed and direction of the robot, a tracking algorithm for position estimation was proposed. Through the simulation experiment, the effect of system positioning tracking and the system reference time in 0.270s were given. The results showed that the system had high real-time performance.
引用
收藏
页数:8
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