Convergence of the iterative algorithm for a general Hammerstein system identification

E.-W. Bai, K. Li

Research output: Contribution to journalArticle

76 Citations (Scopus)
11 Downloads (Pure)

Abstract

The convergence of the iterative identification algorithm for a general Hammerstein system has been an open problem for a long time. In this paper, it is shown that the convergence can be achieved by incorporating a regularization procedure on the nonlinearity in addition to a normalization step on the parameters.
Original languageEnglish
Pages (from-to)1891-1896
Number of pages6
JournalAutomatica
Volume46
Issue number11
DOIs
Publication statusPublished - Nov 2010

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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