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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| Format: | Article |
| Language: | Arabic |
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College of Science for Women, University of Baghdad
2007-12-01
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| Series: | Baghdad Science Journal |
| Online Access: | http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/853 |
| _version_ | 1818570568055652352 |
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| author | Baghdad Science Journal |
| author_facet | Baghdad Science Journal |
| author_sort | Baghdad Science Journal |
| collection | DOAJ |
| 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 . |
| first_indexed | 2024-12-14T13:43:27Z |
| format | Article |
| id | doaj.art-744a1ff48bec482d981c5f7f68a396d3 |
| institution | Directory Open Access Journal |
| issn | 2078-8665 2411-7986 |
| language | Arabic |
| last_indexed | 2024-12-14T13:43:27Z |
| publishDate | 2007-12-01 |
| publisher | College of Science for Women, University of Baghdad |
| record_format | Article |
| series | Baghdad Science Journal |
| spelling | doaj.art-744a1ff48bec482d981c5f7f68a396d32022-12-21T22:59:23ZaraCollege 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 |
| spellingShingle | Baghdad Science Journal Bilinear System Identification Using Subspace Method Baghdad Science Journal |
| title | 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_short | Bilinear System Identification Using Subspace Method |
| title_sort | bilinear system identification using subspace method |
| url | http://bsj.uobaghdad.edu.iq/index.php/BSJ/article/view/853 |
| work_keys_str_mv | AT baghdadsciencejournal bilinearsystemidentificationusingsubspacemethod |