Identification of block-oriented nonlinear systems based on input-output data

This thesis deals with the identification of block-oriented nonlinear systems. Block-oriented nonlinear systems are composed of linear time-invariant dynamic systems and nonlinear static functions, which are interconnected in different ways. Hammerstein systems, Wiener systems and Hammerstein-Wiener...

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Main Author:	Li, Guoqi
Other Authors:	Wen Changyun
Format:	Theses and Dissertations
Language:	English
Published:	2012
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
Online Access:	https://hdl.handle.net/10356/48668
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-486682023-07-04T16:55:07Z Identification of block-oriented nonlinear systems based on input-output data Li, Guoqi Wen Changyun School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation This thesis deals with the identification of block-oriented nonlinear systems. Block-oriented nonlinear systems are composed of linear time-invariant dynamic systems and nonlinear static functions, which are interconnected in different ways. Hammerstein systems, Wiener systems and Hammerstein-Wiener systems as well as Wiener-Hammerstein systems are some well-known examples of block-oriented systems. The main achievements are in the development of new models and new algorithms in identifying block-oriented nonlinear systems. DOCTOR OF PHILOSOPHY (EEE) 2012-05-08T01:24:47Z 2012-05-08T01:24:47Z 2011 2011 Thesis Li, G. (2011). Identification of block-oriented nonlinear systems based on input-output data. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/48668 10.32657/10356/48668 en 208 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation Li, Guoqi Identification of block-oriented nonlinear systems based on input-output data
description	This thesis deals with the identification of block-oriented nonlinear systems. Block-oriented nonlinear systems are composed of linear time-invariant dynamic systems and nonlinear static functions, which are interconnected in different ways. Hammerstein systems, Wiener systems and Hammerstein-Wiener systems as well as Wiener-Hammerstein systems are some well-known examples of block-oriented systems. The main achievements are in the development of new models and new algorithms in identifying block-oriented nonlinear systems.
author2	Wen Changyun
author_facet	Wen Changyun Li, Guoqi
format	Theses and Dissertations
author	Li, Guoqi
author_sort	Li, Guoqi
title	Identification of block-oriented nonlinear systems based on input-output data
title_short	Identification of block-oriented nonlinear systems based on input-output data
title_full	Identification of block-oriented nonlinear systems based on input-output data
title_fullStr	Identification of block-oriented nonlinear systems based on input-output data
title_full_unstemmed	Identification of block-oriented nonlinear systems based on input-output data
title_sort	identification of block-oriented nonlinear systems based on input-output data
publishDate	2012
url	https://hdl.handle.net/10356/48668
_version_	1772825367290052608

Identification of block-oriented nonlinear systems based on input-output data

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