Title
Triangular geometry based optimal motion planning using RRT*-motion planner
Abstract
RRT* is a recent and improved variant of the RRT path finding algorithm. While RRT concentrates on simply finding an initial obstacle-free path, RRT* guarantees eventual convergence to an optimum, collision-free path for any given geometrical environment. On the other hand, the main limitations of RRT* include its slow processing rate and high memory utilization due to the large number of iterations required to achieve optimal path solution. This paper presents Triangular Geometerised-RRT* (TG-RRT*) which incorporates Triangular geometrical methods in the RRT* algorithm and improves its processing time by decreasing the number of iterations required for optimal solution. Simulation results under different environments demonstrate an improved convergence rate of TG-RRT*, in comparison with RRT*.
Year
DOI
Venue
2014
10.1109/AMC.2014.6823312
AMC
Keywords
Field
DocType
collision avoidance,convergence of numerical methods,geometry,iterative methods,mobile robots,rrt path finding algorithm,rrt*-motion planner,collision-free path,geometrical environment,high memory utilization,improved convergence rate,initial obstacle-free path,slow processing rate,triangular geometerised-rrt*,triangular geometry based optimal motion planning,directed sampling,rrt*,sampling based optimal motion planning,planning,zinc,simulation
Convergence (routing),Motion planning,Mathematical optimization,Computer science,Planner,Control engineering,Rate of convergence
Conference
ISSN
Citations 
PageRank 
1943-6572
1
0.38
References 
Authors
6
8
Name
Order
Citations
PageRank
Ahmed Hussain Qureshi1548.83
sami mumtaz210.38
Khawaja Fahad Iqbal371.65
yasar ayaz411.39
Mannan Saeed Muhammad5134.08
osman hasan612.07
Whoi-Yul Kim751847.84
Moonsoo Ra8114.09