DocumentCode
10529
Title
A Hybrid Solution for the Inverse Kinematic on a Seven DOF Robotic Manipulator
Author
Veslin, E.Y. ; Dutra, M.S. ; Lengerke, O. ; Carreño, E.A. ; Tavera, M.J.M.
Author_Institution
Univ. de Boyaca, Tunja, Colombia
Volume
12
Issue
2
fYear
2014
fDate
Mar-14
Firstpage
212
Lastpage
218
Abstract
This paper presents a solution for the inverse kinematics in a human arm kinematics model of seven degrees of freedom applying Genetic Algorithms in the shoulder joint and the Piper method in the whole arm in order to make the algorithm response faster and accurate. The Genetic Algorithm´s code explores a set of initial solutions and optimizing it until find an angular response that satisfies the positional and rotational restrictions proposed to the model with a minimal error and a considerably speed. The accuracy and reliability of the applied algorithm is evaluated applying a statistical analysis upon a set of answers using SPSS Statistics.
Keywords
genetic algorithms; manipulator kinematics; position control; statistical analysis; DOF robotic manipulator; Piper method; SPSS statistics; angular response; genetic algorithm; human arm kinematics model; inverse kinematic; positional restriction; rotational restriction; statistical analysis; Artificial intelligence; Genetic algorithms; Kinematics; Manipulators; Media; Robots; artificial intelligence; genetic algorithm; human arm; inverse kinematics; robotic manipulator;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2014.6749540
Filename
6749540
Link To Document