A hybrid solution for the inverse kinematic on a seven DOF robotic manipulator

E. Y. Veslin, M. S. Dutra, O. Lengerke, E. A. Carreño, M. J.M. Tavera

Research output: Contribution to journalArticlepeer-review

13 Scopus citations

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 answer 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

Original languageEnglish
Article number6749540
Pages (from-to)212-218
Number of pages7
JournalIEEE Latin America Transactions
Volume12
Issue number2
DOIs
StatePublished - Mar 2014

Keywords

  • artificial intelligence
  • genetic algorithm
  • human arm
  • inverse kinematics
  • robotic manipulator

Fingerprint

Dive into the research topics of 'A hybrid solution for the inverse kinematic on a seven DOF robotic manipulator'. Together they form a unique fingerprint.

Cite this