DocumentCode
3093347
Title
Evaluation of traversability of wheeled mobile robots on uneven terrains by fractal terrain model
Author
Yokokohji, Yasuyoshi ; Chaen, Satoshi ; Yoshikawa, Tsuneo
Author_Institution
Dept. of Mechanical Eng., Kyoto Univ., Japan
Volume
3
fYear
2004
fDate
26 April-1 May 2004
Firstpage
2183
Abstract
In this paper, we propose a simulation model of uneven terrains based on fractional Brownian motions (fBm) for evaluating traversatility of mobile robots. Using fBm model, one can generate various terrain models by changing only two parameters. We modeled two different terrains by using fBm and checked statistical traversability of a robot with different wheel sizes and body configurations in computer simulation. To validate the effectiveness of the fBm model, we conducted real experiments with a wheeled mobile robot. Probabilities that the robot can travel a certain distance well agreed with the simulation results.
Keywords
Brownian motion; fractals; mobile robots; statistical analysis; fractal terrain model; fractional Brownian motions; statistical traversability; uneven terrains; wheeled mobile robots; Brownian motion; Computational modeling; Computer simulation; Costs; Fractals; Mechanical engineering; Mobile robots; Planets; Robustness; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-8232-3
Type
conf
DOI
10.1109/ROBOT.2004.1307386
Filename
1307386
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