Kinematic analysis of a planer robot using artificial neural network

Shah, J., Rattan, S.S. and Nakra, B.C. (2012) Kinematic analysis of a planer robot using artificial neural network. International Journal of Robotics and Automation, 1(3), pp. 145-151. (doi: 10.11591/ijra.v1i3.511)

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Publisher's URL: https://ijra.iaescore.com/index.php/IJRA/article/view/900

Abstract

Automatic control of the robotic manipulator involves study of kinematics and dynamics as a major issue. This paper involves the forward and inverse kinematics of 3-DOF robotic manipulator with revolute joints. In this study the Denavit- Hartenberg (D-H) model is used to model robot links and joints. Also forward and inverse kinematics solution has been achieved using Artificial Neural Networks for 3-DOF robotic manipulator. It shows that by using artificial neural network the solution we get is faster, acceptable and has zero error.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Shah, Dr Jolly Atit
Authors: Shah, J., Rattan, S.S., and Nakra, B.C.
College/School:College of Science and Engineering > School of Engineering
Journal Name:International Journal of Robotics and Automation
Publisher:Institute of Advanced Engineering and Science (IAES)
ISSN:2089-4856
Copyright Holders:Copyright © 2012 Institute of Advanced Engineering and Science
First Published:First published in International Journal of Robotics and Automation 1(3): 145-151
Publisher Policy:Reproduced under a Creative Commons License

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