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Blind identification of structured dynamic systemsa deterministic perspective /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Blind identification of structured dynamic systemsby Chengpu Yu ... [et al.].
Reminder of title:	a deterministic perspective /
other author:	Yu, Chengpu.
Published:	Singapore :Springer Singapore :2022.
Description:	xv, 267 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	System identification.
Online resource:	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 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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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$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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245 0 0 $a Blind identification of structured dynamic systems $h [electronic resource] : $b a deterministic perspective / $c by Chengpu Yu ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2022.
300 $a xv, 267 p. : $b ill., digital ; $c 24 cm.
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 182015
650 1 4 $a Control and Systems Theory. $3 825946
650 2 4 $a Signal, Image and Speech Processing. $3 273768
650 2 4 $a Computational Mathematics and Numerical Analysis. $3 274020
700 1 $a Yu, Chengpu. $3 917830
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773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-16-7574-4
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)