Performance Evaluation of ANFIS Network in Determination of Inverse Kinematic Equations for a 4DOF Robotic Arm.pdf (1006.11 kB)Download file
Performance Evaluation of ANFIS Network in Determination of Inverse Kinematic Equations for a 4DOF Robotic Arm
preprintposted on 2022-02-22, 00:19 authored by David UdosenDavid Udosen
The paper evaluates the ability of the Adaptive Neuro-Fuzzy Inference System (ANFIS) Network to develop its own set of inverse kinematics (IK) equations when trained with forward kinematics data. The forward kinematics equation is developed using the Denavit-Hartenberg (D-H) approach while the inverse kinematics equations (which is used to test the ANFIS Network) is developed analytically using geometry. This evaluation is carried out on a four degree of freedom (4DOF) robotic arm.
Email Address of Submitting Authordavidudosen@gmail.com
ORCID of Submitting Authorhttps://orcid.org/ 0000-0002-5132-9688
Submitting Author's InstitutionFederal University of Technology Akure
Submitting Author's Country