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Design of switching path-planning control for obstacle avoidance of mobile robot

Authors :
Wai, Rong-Jong
Liu, Chia-Ming
Lin, You-Wei
Source :
Journal of the Franklin Institute. May2011, Vol. 348 Issue 4, p718-737. 20p.
Publication Year :
2011

Abstract

Abstract: Generally speaking, the mobile robot is capable of sensing its surrounding environment, interpreting the sensed information to obtain the knowledge of its location and the environment, and planning a real-time trajectory to reach the object. In this process, the issue of obstacle avoidance is a fundamental topic to be challenged. Thus, a switching path-planning control scheme is designed without detailed environmental information, large memory size, and heavy computation burden in this study for the obstacle avoidance of a mobile robot. In this scheme, the robot can gradually approach its object according to the motion tracking mode, obstacle avoidance mode, self-rotation mode, and robot state selection designed by learning and expert rules for enhancing the tracking speed and adapting to different environments. The effectiveness of the proposed adaptive path-planning control scheme is verified by numerical simulations and experimental results of a differential-driving mobile robot under the possible occurrence of obstacle shapes. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
00160032
Volume :
348
Issue :
4
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
59642754
Full Text :
https://doi.org/10.1016/j.jfranklin.2011.01.013