A Multiresolution A* Method For Robot Path Planning
Price
Free (open access)
Volume
19
Pages
19
Published
1997
Size
339 kb
Paper DOI
10.2495/AI970021
Copyright
WIT Press
Author(s)
Antti Autere & Johannes Lehtinen
Abstract
A Multiresolution A Method for Robot Path Planning Antti Autere, Johannes Lehtinen Department of Computer Science, Helsinki University of Technology, Otakaari 1 M, SF-02150 Espoo, Finland EMail: aau@cs.hut., jle@cs.hut. Abstract In this paper, a point-to-point robot path planning problem is studied. It occurs in industry for example in spot welding, riveting, and pick and place tasks. A new A -based method is presented. The algorithm searches the robot's conguration space with many dierent resolutions at the same time. When a path candidate goes far from the obstacles, coarser resolutions correspond- ing to bigger step sizes is used. When it goes near the obstacle surfaces, ner resolutions corresponding to smaller step sizes is used. The algorithm always nds a path from a starting robot conguration to the goal conguration if one exists, which is a property of the A search in general. This is true given the nest resolution of the search space. These kind of path planning algorithm
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