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Short Paper: Identification by Recursive Least Squares with RMO Applied to a Robotic Manipulator

Authors :
Rui Araújo
Laurinda L. N. dos Reis
Josias G. Batista
Antonio B. S. Junior
Killdary Aguiar de Santana
José Eduardo Ribeiro Honório Júnior
Darielson A. Souza
José Nunes da Silva Júnior
Source :
AI4I
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

The present work presents a hybrid identification of recursive least squares with a metaheuristic called radial movement optimization (RMO) applied to the joints of a cylindrical robotic manipulator. The main contribution of the research is to consider the covariance matrix with RMO. At the end a comparative analysis will be made with some classic methods. The results of the identifications were tested with the RMSE. A covariance matrix has also been generated from manipulator identifications.

Details

Database :
OpenAIRE
Journal :
2019 Second International Conference on Artificial Intelligence for Industries (AI4I)
Accession number :
edsair.doi...........79d23ad49ad2f9296c1d652e7ecb08b1