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Blind identification of structured d...

Yu, Chengpu.

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Blind identification of structured dynamic systems = a deterministic perspective /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Blind identification of structured dynamic systems/ by 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.
內容註:	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.
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

Blind identification of structured dynamic systems = a deterministic perspective /
Blind identification of structured dynamic systemsa 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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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

Standard No.: 10.1007/978-981-16-7574-4doiSubjects--Topical Terms:

545603
System identification.

LC Class. No.: QA402

Dewey Class. No.: 003

Blind identification of structured dynamic systems = a deterministic perspective /
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505 0 $a 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.
520 $a 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.
650 0 $a System identification. $3 545603
650 1 4 $a Control and Systems Theory. $3 3381515
650 2 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Computational Mathematics and Numerical Analysis. $3 891040
700 1 $a Yu, Chengpu. $3 3590896
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856 4 0 $u https://doi.org/10.1007/978-981-16-7574-4
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