Title
Improving the connectivity of PRM roadmaps[l]
Abstract
In this paper we investigate how the coverage and con- nectedness of PRM roadmaps can be improved by adding a connected component (CC) connection step to the general PRM framework. We provide experimental results establishing that significant roadmap improvements can be obtained relatively efficiently by utilizing a suite of CC connection methods, which include variants of existing methods such as RRT and a new ray tracing based method. The coordinated application of these techniques is enabled by methods for selecting and scheduling pairs of nodes in different CCs for connection attempts. In addition to identifying important and/or promising regions of C- space for exploration, these methods also provide a mechanism for controlling the cost of the connection attempts. In our experiments, the time required by the improvement phase was on the same order as the time used to generate the initial roadmap.
Year
DOI
Venue
2003
10.1109/ROBOT.2003.1242286
international conference on robotics and automation
Keywords
Field
DocType
topology,path planning,probability,connected component,ray tracing,relative efficiency
Motion planning,Social connectedness,Suite,Scheduling (computing),Computer science,Ray tracing (graphics),Connected component,Distributed computing
Conference
Volume
Issue
ISSN
3
1
1050-4729
Citations 
PageRank 
References 
9
0.81
5
Authors
3
Name
Order
Citations
PageRank
Marco Morales190.81
Samuel Rodríguez225315.69
Nancy M. Amato32328187.71