Energy-efficient mobile robot exploration

被引:69
作者
Mei, Yonguo [1 ]
Lu, Yung-Hsiang [1 ]
Lee, C. S. George [1 ]
Hu, Y. Charlie [1 ]
机构
[1] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN 47907 USA
来源
2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10 | 2006年
基金
美国国家科学基金会;
关键词
D O I
10.1109/ROBOT.2006.1641761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile robots can be used in many applications, including exploration in an unknown area. Robots usually carry limited energy so energy conservation is vital. This paper presents an approach for energy-efficient robot exploration. Our approach determines the next target for the robot to visit based upon orientation information. The robot plans the path between the current position to the next target in an energy-efficient way. Our method reduces repeated coverage, a common problem for most existing utility-based target selecting methods. We conduct simulations for both random and structured environments, and compare our method with a utility-based method that chooses the middle cell from the widest opening. Results show that our method can reduce energy consumption by 42% and traveling distance by 41%.
引用
收藏
页码:505 / +
页数:2
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