Nonlinear System Identification using an Adaptive Nonlinear Recursive State-Space Filter and its performance analysis

ANRSS 필터를 이용한 비선형 시스템의 인식 및 성능분석

  • 김현상 (한양대학교 전기공학과) ;
  • 남상원 (한양대학교 전기공학과)
  • Published : 1995.07.20

Abstract

The purpose of this paper is to present a nonlinear system identification method, where an adaptive nonlinear recursive state-spare(ANRSS) filter is employed as its filter structure, and a variable step (VS) algorithm is applied as its adaptation law. To demonstrate the validity of the proposed method, some simulation results are included.

Keywords