Autonomous Robot KUKA YouBot Navigation Based on Path Planning and Traffic Signals Recognition

被引:0
|
作者
Gordon, Carlos [1 ]
Encalada, Patricio [1 ]
Lema, Henry [1 ]
Leon, Diego [1 ]
Penaherrera, Cristian [1 ]
机构
[1] Univ Tecn Ambato, Fac Ingn Sistemas Elect & Ind, Ambato 180150, Ecuador
关键词
Autonomous navigation; KUKA YouBot; Robot operating system component; Path planning; Traffic signals recognition;
D O I
10.1007/978-3-030-02686-8_6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present the successful demonstration of autonomous robot KUKA YouBot navigation based on path planning and traffic signals recognition. The integration of both capabilities path planning and traffic signals recognition was carried out, thanks to the integration among Robot Operating System, MATrix LABoratory software and Open Source Computer Vision Library working environments. The Robot Operating System allows the simulation of the autonomous robot navigation by using Gazebo and provides the implementation of the algorithms in simulated and real platforms. MATrix LABoratory software improves the communication tasks taking advantage of data processing tools in the path planning process. Finally, Open Source Computer Vision Library allows the traffic signals recognition by using the Scale-Invariant Feature Transform and Speeded-Up Robust Features algorithm. The integration of Robot Operating System, MATrix LABoratory software and Open Source Computer Vision Library is a promising approach to provide autonomous navigation capability in any mobile robot and in uncontrolled environments.
引用
收藏
页码:63 / 78
页数:16
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