Title :
Efficient motion planning for quasi-static elastic rods using geometry neighborhood approximation
Author :
Roussel, Olivier ; Taix, Michel ; Bretl, Timothy
Author_Institution :
LAAS, Univ. de Toulouse, Toulouse, France
Abstract :
We present a motion planning algorithm for a quasi-static Kirchhoff elastic rod in complex environments. As the set of quasi-static deformations defines a finite dimensional manifold that can be parameterized by a single chart, the configuration space formulation extends nicely to this deformation space. This parameterization is computationally expensive and our algorithm takes advantage of its linearization to perform fast collision checking in its neighborhood. In the context of physically realistic deformable rods, the efficiency of this approximation can be coupled with motion planning techniques to obtain significant performance improvements. We demonstrate the effectiveness of our approach on various toy and industrial scenarios.
Keywords :
approximation theory; elastic deformation; path planning; rods (structures); structural engineering; collision checking; configuration space; deformation space; finite dimensional manifold; geometry neighborhood approximation; motion planning; quasistatic Kirchhoff elastic rod; quasistatic deformations; Approximation methods; Computational modeling; Deformable models; Geometry; Manifolds; Planning; Robots;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878215