Identification of an Additive NFIR System and its applications in generalized Hammerstein models

Er-Wei Bai

doi:10.1109/CDC.2005.1583189

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Conference proceeding

Identification of an Additive NFIR System and its applications in generalized Hammerstein models

Er-Wei Bai

Proceedings of the 44th IEEE Conference on Decision and Control, Vol.2005, pp.6406-6411

2005

DOI: 10.1109/CDC.2005.1583189

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Abstract

Identification of a nonlinear additive system is considered. An input signal is designed in such a way that the problem of identification of nonlinear additive systems is reduced to a problem of identification of static nonlinear functions. Then, three approaches are established to estimate the order of the system. The methods exploit the structure of the nonlinear additive model so that their implementations are easy.

Application software

Cities and towns

Delay

Finite impulse response filter

Power generation

Random variables

Signal design

Signal processing

Temperature control

Upper bound

Details

Title: Subtitle: Identification of an Additive NFIR System and its applications in generalized Hammerstein models
Creators: Er-Wei Bai - University of Iowa
Resource Type: Conference proceeding
Publication Details: Proceedings of the 44th IEEE Conference on Decision and Control, Vol.2005, pp.6406-6411
Publisher: IEEE
DOI: 10.1109/CDC.2005.1583189
ISSN: 0191-2216
Language: English
Date published: 2005
Academic Unit: Electrical and Computer Engineering
Record Identifier: 9984197062602771

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