Title :
Modelagem e controle fuzzy a horizonte fixo de robôs movéis articulados: Caso real de 3 graus de liberdade e 343 regras
Author :
de Paula Ferreira, Edson ; Pandolfi, Filipe ; Reinan, Tiago
Author_Institution :
Dept. de Eng. Eletr., Univ. Fed. do Espirito Santo - UFES, Vitória, Brazil
Abstract :
This paper discusses a new method to describe movements by fuzzy predictors and to design new open loop fuzzy controllers, for multilinked vehicles or mobile robots, using constant step approximators to model complex maneuvers with delays that vary with the robot´s configuration. The “Wang & Mendel” technique for automatic modeling is tested and an ad hoc heuristic is proposed to fulfils the deficiencies of the former method and establish good models. Without loss of generality, the systematization is exemplified by a real case with a three degrees of freedom prototype to developing reduced, but coupled, fuzzy controlers with 343 rules.
Keywords :
approximation theory; delays; fuzzy control; mobile robots; motion control; open loop systems; Wang-and-Mendel technique; constant step approximators; delays; fixed horizon control; fuzzy control; fuzzy predictors; fuzzy rules; mobile articulated robots; multilinked vehicles; open loop controllers; robot maneuver model; Biological system modeling; Conferences; Deformable models; Delay; Industry applications; Mobile robots; Process control;
Conference_Titel :
Industry Applications (INDUSCON), 2010 9th IEEE/IAS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4244-8008-1
Electronic_ISBN :
978-1-4244-8009-8
DOI :
10.1109/INDUSCON.2010.5739876