Title :
Dynamic path planning for mobile robots using chaotic prediction
Author :
Qian ha ; Wang, Xingsong
Author_Institution :
Sch. of Mech. Eng., Southeast Univ., Jiangsu
Abstract :
This paper presents an efficient algorithm for real-time mobile robots path planning in dynamic environment. It focuses on the dynamic workspace in which the target and obstacles are moving while the boundary is stationary. The proposed algorithm improves distance-propagating system and introduces chaotic control and prediction. So it can predict the motion of target effectively and enhance the accuracy of path planning. Besides, a particular case that the target moves faster than the robot is discussed in this paper. Simulation showed that for curved trajectory, it is also possible for the robot to catch the target by using the proposed algorithm.
Keywords :
mobile robots; motion control; path planning; position control; chaotic control; chaotic prediction; curved trajectory; distance-propagating system; dynamic path planning; mobile robot; Biological system modeling; Chaos; Control systems; Intelligent robots; Mechanical engineering; Mechatronics; Mobile robots; Path planning; Robot control; Trajectory; chaotic control; mobile robot; path planning; prediction;
Conference_Titel :
Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4244-2494-8
Electronic_ISBN :
978-1-4244-2495-5
DOI :
10.1109/AIM.2008.4601670