System Identification by Combining Parameter Estimation and Model Reduction Techniques

碩士 === 國立交通大學 === 電機與控制工程系 === 88 === In this thesis, we focus on system identification of some digital multi-input single-output systems, by combining parameter estimation and model reduction techniques. However, the same techniques could be also applied to multi-input multi-output syste...

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Main Authors:	Chih-Chin Chen, 陳誌勤
Other Authors:	Fu-Ching Lee
Format:	Others
Language:	en_US
Published:	2000
Online Access:	http://ndltd.ncl.edu.tw/handle/80807104703497312866

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spelling	ndltd-TW-088NCTU05910842016-07-08T04:22:41Z http://ndltd.ncl.edu.tw/handle/80807104703497312866 System Identification by Combining Parameter Estimation and Model Reduction Techniques 結合參數估測及模型簡化之系統判別法則 Chih-Chin Chen 陳誌勤碩士國立交通大學電機與控制工程系 88 In this thesis, we focus on system identification of some digital multi-input single-output systems, by combining parameter estimation and model reduction techniques. However, the same techniques could be also applied to multi-input multi-output system. In parameter estimation, we still apply least-squares theory (Gauss, 1809) to perform optimal estimation. In model reduction, we employ balanced realization methods. Finally, the results via computer software simulation conform to our algorithm. This search is important in adaptive control, system monitoring, etc. Fu-Ching Lee 李福進 2000 學位論文 ; thesis 89 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立交通大學 === 電機與控制工程系 === 88 === In this thesis, we focus on system identification of some digital multi-input single-output systems, by combining parameter estimation and model reduction techniques. However, the same techniques could be also applied to multi-input multi-output system. In parameter estimation, we still apply least-squares theory (Gauss, 1809) to perform optimal estimation. In model reduction, we employ balanced realization methods. Finally, the results via computer software simulation conform to our algorithm. This search is important in adaptive control, system monitoring, etc.
author2	Fu-Ching Lee
author_facet	Fu-Ching Lee Chih-Chin Chen 陳誌勤
author	Chih-Chin Chen 陳誌勤
spellingShingle	Chih-Chin Chen 陳誌勤 System Identification by Combining Parameter Estimation and Model Reduction Techniques
author_sort	Chih-Chin Chen
title	System Identification by Combining Parameter Estimation and Model Reduction Techniques
title_short	System Identification by Combining Parameter Estimation and Model Reduction Techniques
title_full	System Identification by Combining Parameter Estimation and Model Reduction Techniques
title_fullStr	System Identification by Combining Parameter Estimation and Model Reduction Techniques
title_full_unstemmed	System Identification by Combining Parameter Estimation and Model Reduction Techniques
title_sort	system identification by combining parameter estimation and model reduction techniques
publishDate	2000
url	http://ndltd.ncl.edu.tw/handle/80807104703497312866
work_keys_str_mv	AT chihchinchen systemidentificationbycombiningparameterestimationandmodelreductiontechniques AT chénzhìqín systemidentificationbycombiningparameterestimationandmodelreductiontechniques AT chihchinchen jiéhécānshùgūcèjímóxíngjiǎnhuàzhīxìtǒngpànbiéfǎzé AT chénzhìqín jiéhécānshùgūcèjímóxíngjiǎnhuàzhīxìtǒngpànbiéfǎzé
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System Identification by Combining Parameter Estimation and Model Reduction Techniques

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