Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)

The Institute of Electronics and Information Engineers (대한전자공학회)
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System identification using a Volterra filter with Kalman-LMS algorithm

Kalman-LMS 알고리즘과 Volterra filter를 이용한 비선형 시스템 식별

  • Kang, Kyu-Han (Dept of Electronics and Computer Eng., Hanyang Univ.) ;
  • Seo, Jae-Bum (Dept of Electronics and Computer Eng., Hanyang Univ.) ;
  • Nam, Sang-Won (Dept of Electronics and Computer Eng., Hanyang Univ.)
  • 강규한 (한양대학교 공과대학 전자컴퓨터통신공학부) ;
  • 서재범 (한양대학교 공과대학 전자컴퓨터통신공학부) ;
  • 남상원 (한양대학교 공과대학 전자컴퓨터통신공학부)
  • Published : 2008.06.18
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Abstract

In this paper, Kalman-LMS algorithm is further extended to nonlinear system identification, whereby Kalman-LMSalgorithm and third-order Volterra filer are utilized.

Keywords