A RRT-based collision-free and occlusion-free path planning method for a 7DOF manipulator

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In this paper, we present a path planning algorithm of a 7DOF manipulator with RRT(Rapidly-exploring Random Trees). The method presents a occlusion-free and collision-free path planning algorithm. First, we present a basics of RRT algorithm which is a basic searching method for a path planning of this paper. Second, the implementation of a occlusion-free path constraints is presented. Third, the collision-avoiding path planning constraints is presented. Fourth, the integration of RRT with these two constraints is shown. The proposed method is verified by a numerical simulation with Matlab and v-rep robotics simulation tool. © 2014 IEEE.
Publisher
IEEE Computer Society
Issue Date
2014-08-04
Language
English
Citation

11th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2014, pp.1017 - 1021

DOI
10.1109/ICMA.2014.6885837
URI
http://hdl.handle.net/10203/226800
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