Convergence of the iterative algorithm for a general Hammerstein system identification

E.-W. Bai; K. Li

doi:10.1016/j.automatica.2010.07.007

Convergence of the iterative algorithm for a general Hammerstein system identification

E.-W. Bai, K. Li

Research output: Contribution to journal › Article › peer-review

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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 language	English
Pages (from-to)	1891-1896
Number of pages	6
Journal	Automatica
Volume	46
Issue number	11
DOIs	https://doi.org/10.1016/j.automatica.2010.07.007
Publication status	Published - Nov 2010

ASJC Scopus subject areas

Control and Systems Engineering
Electrical and Electronic Engineering

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10.1016/j.automatica.2010.07.007

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title = "Convergence of the iterative algorithm for a general Hammerstein system identification",

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. ",

author = "E.-W. Bai and K. Li",

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Convergence of the iterative algorithm for a general Hammerstein system identification

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