Title :
FCL: A general purpose library for collision and proximity queries
Author :
Pan, Jia ; Chitta, Sachin ; Manocha, Dinesh
Author_Institution :
Dept. of Comput. Sci., Univ. of North Carolina, Chapel Hill, NC, USA
Abstract :
We present a new collision and proximity library that integrates several techniques for fast and accurate collision checking and proximity computation. Our library is based on hierarchical representations and designed to perform multiple proximity queries on different model representations. The set of queries includes discrete collision detection, continuous collision detection, separation distance computation and penetration depth estimation. The input models may correspond to triangulated rigid or deformable models and articulated models. Moreover, FCL can perform probabilistic collision checking between noisy point clouds that are captured using cameras or LIDAR sensors. The main benefit of FCL lies in the fact that it provides a unified interface that can be used by various applications. Furthermore, its flexible architecture makes it easier to implement new algorithms within this framework. The runtime performance of the library is comparable to state of the art collision and proximity algorithms. We demonstrate its performance on synthetic datasets as well as motion planning and grasping computations performed using a two-armed mobile manipulation robot.
Keywords :
cameras; collision avoidance; deformation; grippers; mobile robots; optical radar; query processing; robot vision; FCL; LIDAR sensors; art collision algorithms; art proximity algorithms; articulated models; collision queries; continuous collision detection; deformable models; discrete collision detection; flexible architecture; general purpose library; grasping computations; library runtime performance; model representations; motion planning; multiple proximity queries; noisy point clouds; penetration depth estimation; probabilistic collision checking; proximity computation; separation distance computation; synthetic datasets; two-armed mobile manipulation robot; Charge coupled devices; Collision avoidance; Computational modeling; Deformable models; Libraries; Robots; Shape;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225337