Identification of an additive nonlinear system and its applications in generalized Hammerstein models

Er-Wei Bai; Kung-Sik Chan

doi:10.1016/j.automatica.2007.05.023

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Identification of an additive nonlinear system and its applications in generalized Hammerstein models

Journal article

Peer reviewed

Identification of an additive nonlinear system and its applications in generalized Hammerstein models

Er-Wei Bai and Kung-Sik Chan

Automatica (Oxford), Vol.44(2), pp.430-436

2008

DOI: 10.1016/j.automatica.2007.05.023

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Abstract

An identification algorithm is developed for a class of nonlinear systems that are multi-input and multi-output in an additive form. The convergence results are achieved and its applications to identification of a generalized Hammerstein system is also discussed.

System identification

Additive systems

Nonlinear systems

Hammerstein systems

Details

Title: Subtitle: Identification of an additive nonlinear system and its applications in generalized Hammerstein models
Creators: Er-Wei Bai - Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA
Kung-Sik Chan - Department of Statistics, University of Iowa, Iowa City, IA 52242, USA
Resource Type: Journal article
Publication Details: Automatica (Oxford), Vol.44(2), pp.430-436
Publisher: Elsevier Ltd
DOI: 10.1016/j.automatica.2007.05.023
ISSN: 0005-1098
eISSN: 1873-2836
Language: English
Date published: 2008
Academic Unit: Statistics and Actuarial Science; Electrical and Computer Engineering; Radiology
Record Identifier: 9984083849902771

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