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[ author_sort:"yu, chengpu." ]
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Blind identification of structured dynamic systemsa deterministic perspective /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Blind identification of structured dynamic systemsby Chengpu Yu ... [et al.].
其他題名:
a deterministic perspective /
其他作者:
Yu, Chengpu.
出版者:
Singapore :Springer Singapore :2022.
面頁冊數:
xv, 267 p. :ill., digital ;24 cm.
Contained By:
Springer Nature eBook
標題:
System identification.
電子資源:
https://doi.org/10.1007/978-981-16-7574-4
ISBN:
9789811675744$q(electronic bk.)
Blind identification of structured dynamic systemsa deterministic perspective /
Blind identification of structured dynamic systems
a deterministic perspective /[electronic resource] :by Chengpu Yu ... [et al.]. - Singapore :Springer Singapore :2022. - xv, 267 p. :ill., digital ;24 cm.
Introduction -- Linear Algebra and Polynomial Matrices -- Representation of Linear System Models -- Identification of LTI Systems -- Blind Identification of SIMO FIR Systems -- Blind Identification of SISO IIR Systems via Oversampling -- Distributed Blind Identification of Networked FIR Systems -- Blind Identification of MIMO Systems -- Blind Identification of Structured State-Space Models -- Blind Local Identification of Large-Scale Networked Systems -- Conclusions.
This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort.
ISBN: 9789811675744$q(electronic bk.)
Standard No.: 10.1007/978-981-16-7574-4doiSubjects--Topical Terms:
182015
System identification.
LC Class. No.: QA402
Dewey Class. No.: 003
Blind identification of structured dynamic systemsa deterministic perspective /
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Introduction -- Linear Algebra and Polynomial Matrices -- Representation of Linear System Models -- Identification of LTI Systems -- Blind Identification of SIMO FIR Systems -- Blind Identification of SISO IIR Systems via Oversampling -- Distributed Blind Identification of Networked FIR Systems -- Blind Identification of MIMO Systems -- Blind Identification of Structured State-Space Models -- Blind Local Identification of Large-Scale Networked Systems -- Conclusions.
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This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort.
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