ADAPTIVEK FUZZY CONTROL BASED ON SPEED GRADIENT ALGORITHM

  • Jeoung, Sacheul (Department of Electronic Engineer., Chonbuk National Univ.) ;
  • Yoo, Byungkook (Department of Electronic Engineer., Chonbuk National Univ.) ;
  • Ham, Woonchul (Department of Electronic Engineer., Chonbuk National Univ.)
  • Published : 1995.10.01

Abstract

In this paper, the fuzzy approximator and nonlinear inversion control scheme are considered. An adaptive nonlinear control is proposed based on the speed gradient algorithms proposed by Fradkov. This proposed control scheme is that three types of adaptive law is utilized to approximate the unknown function f by fuzzy logic system in designing the nonlinear inversion controller for the nonlinear system. In order to reduce the approximation errors, the differences of nonlinear function and fuzzy approximator, another three types of adaptive law is also introduced and the stability of proposed control scheme are proven with SG algorithm.