Exponentially Weighted Sliding Window RLS Method for Parameter Estimation

파라메타 추정을 위한 지수 함수적 Sliding window RLS 방식

  • 최봉열 (경북대학교 전자공학과) ;
  • 이지태 (경북대학교 화학공학과) ;
  • 변증남 (한국과학기술원 전기 및 전자공학과)
  • Published : 1989.07.21

Abstract

In this paper, we propose a new method of parameter est mat ion which modifies the exponentially weighted RLS (WRLS) method using asliding window. It can be used in adaptive control for a class of linear tine varying system. Computer simulations show that our new method tracts rapidly time varying parameters more effectively than WRLS.

Keywords