DocumentCode
59472
Title
An Efficient Algorithm for a Grasp Quality Measure
Author
Yu Zheng
Author_Institution
Disney Res., Pittsburgh, PA, USA
Volume
29
Issue
2
fYear
2013
fDate
Apr-13
Firstpage
579
Lastpage
585
Abstract
This paper presents an efficient algorithm to compute the minimum of the largest wrenches that a grasp can resist over all wrench directions with limited contact forces, which equals the minimum distance from the origin of the wrench space to the boundary of a grasp wrench set. This value has been used as an important grasp quality measure in optimal grasp planning for over two decades, but there has been no efficient way to compute it until now. The proposed algorithm starts with a polytope containing the origin in the grasp wrench set and iteratively grows it such that the minimum distance from the origin to the boundary of the polytope quickly converges to the aforementioned value. The superior efficiency and accuracy of this algorithm over the previous methods have been verified through theoretical and numerical comparisons.
Keywords
force; manipulators; mechanical contact; optimal control; path planning; contact force; grasp quality measure; grasp wrench set; optimal grasp planning; polytope; wrench direction; wrench space; Approximation algorithms; Complexity theory; Force; Force measurement; Friction; Planning; Vectors; Distance; force closure; grasp quality; grasping; support function; wrench;
fLanguage
English
Journal_Title
Robotics, IEEE Transactions on
Publisher
ieee
ISSN
1552-3098
Type
jour
DOI
10.1109/TRO.2012.2222274
Filename
6335488
Link To Document