Bilinear System Identification Using Subspace Method

Bilinear System Identification Using Subspace Method

In this paper, a subspace identification method for bilinear systems is used . Wherein a " three-block " and " four-block " subspace algorithms are used. In this algorithms the input signal to the system does not have to be white . Simulation of these algorithms shows that the &q...

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Main Author: Baghdad Science Journal
Format: Article
Language:Arabic
Published: College of Science for Women, University of Baghdad 2007-12-01
Series:Baghdad Science Journal
Online Access:http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/853
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spelling doaj-744a1ff48bec482d981c5f7f68a396d32020-11-25T00:12:56ZaraCollege of Science for Women, University of BaghdadBaghdad Science Journal2078-86652411-79862007-12-014410.21123/bsj.4.4.670-675Bilinear System Identification Using Subspace MethodBaghdad Science JournalIn this paper, a subspace identification method for bilinear systems is used . Wherein a " three-block " and " four-block " subspace algorithms are used. In this algorithms the input signal to the system does not have to be white . Simulation of these algorithms shows that the " four-block " gives fast convergence and the dimensions of the matrices involved are significantly smaller so that the computational complexity is lower as a comparison with " three-block " algorithm .http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/853
collection DOAJ
language Arabic
format Article
sources DOAJ
author Baghdad Science Journal
spellingShingle Baghdad Science Journal
Bilinear System Identification Using Subspace Method
Baghdad Science Journal
author_facet Baghdad Science Journal
author_sort Baghdad Science Journal
title Bilinear System Identification Using Subspace Method
title_short Bilinear System Identification Using Subspace Method
title_full Bilinear System Identification Using Subspace Method
title_fullStr Bilinear System Identification Using Subspace Method
title_full_unstemmed Bilinear System Identification Using Subspace Method
title_sort bilinear system identification using subspace method
publisher College of Science for Women, University of Baghdad
series Baghdad Science Journal
issn 2078-8665
2411-7986
publishDate 2007-12-01
description In this paper, a subspace identification method for bilinear systems is used . Wherein a " three-block " and " four-block " subspace algorithms are used. In this algorithms the input signal to the system does not have to be white . Simulation of these algorithms shows that the " four-block " gives fast convergence and the dimensions of the matrices involved are significantly smaller so that the computational complexity is lower as a comparison with " three-block " algorithm .
url http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/853
work_keys_str_mv AT baghdadsciencejournal bilinearsystemidentificationusingsubspacemethod
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