Title
Fast underwater vehicle manipulator system motion planning in GPUs
Abstract
In this paper, we present a method for global motion planning of underwater vehicle manipulator systems (UVMS). The algorithm can derive a feasible path for UVMS equipped with an n-degree of freedom manipulator for performing autonomous underwater operations. The environment of the system is represented by a 4D Bump-surface that is used for obstacle avoidance. To improve the performance of the proposed method, the parallel calculation of the obstacle avoidance algorithm is considered, leading to a 46-230 times faster implementation using a Graphics Processing Unit. A path following task in an environment cluttered with obstacles is considered for the validation of the method, while a UVMS with a mounted 6-dof manipulator performs the task. Both parallel and serial approaches are evaluated and discussed.
Year
DOI
Venue
2013
10.1109/MED.2013.6608868
Mediterranean Conference on Control and Automation
Keywords
Field
DocType
Motion planning,GPU,CUDA,Genetic Algorithms,UVMS
Motion planning,Obstacle avoidance,Remotely operated underwater vehicle,Computer science,Simulation,Manipulator,Path following,Graphics processing unit,Underwater vehicle,Underwater
Conference
ISSN
Citations 
PageRank 
2325-369X
1
0.36
References 
Authors
4
4
Name
Order
Citations
PageRank
Panagiotis Sotiropoulos112.05
Vasileios Kolonias2101.86
n a aspragathos310.36
Efthymios Housos421914.71