Robust $H_{\infty}$ Control Using SVM

SVM을 이용한 강인한 $H_{\infty}$ 제어기 구성

  • Yoon, Seong-Sik (Department of Eletrical Engineering Changwon National University) ;
  • Oh, Chang-Hoon (Department of Eletrical Engineering Changwon National University) ;
  • Kim, Min-Chan (Department of Eletrical Engineering Changwon National University) ;
  • Ahn, Ho-Kyun (Department of Eletrical Engineering Changwon National University) ;
  • Park, Seung-Kyu (Department of Eletrical Engineering Changwon National University) ;
  • Kwak, Gun-Pyong (Department of Eletrical Engineering Changwon National University) ;
  • Yoon, Tae-Sung (Department of Eletrical Engineering Changwon National University)
  • Published : 2007.07.18

Abstract

In this paper, a sliding mode controller with SVM sliding surface is proposed. In the conventional sliding mode control, the dynamic of sliding surface is not as same as nominal dynamic of original system. Therefore the aim of this paper is to design sliding surface without defining any additional dynamic state by using support vector machines. As a result, the proposed controller can have the same dynamic of nominal system controlled by $H_{\infty}$ controller.

Keywords