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Tohru Katayama - Subspace Methods for System Identification - 9781852339814 - V9781852339814
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Subspace Methods for System Identification

€ 202.06
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Description for Subspace Methods for System Identification Paperback. Offers an introduction to subspace methods for system identification in discrete-time linear systems. This book explains realization theory, particularly that based on the decomposition of Hankel matrices, as it is applied to subspace identification methods. Series: Communications and Control Engineering. Num Pages: 408 pages, 66 black & white illustrations, 17 black & white tables, biography. BIC Classification: TJK; UYS. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 23. Weight in Grams: 750.

An in-depth introduction to subspace methods for system identification in discrete-time linear systems thoroughly augmented with advanced and novel results, this text is structured into three parts.

Part I deals with the mathematical preliminaries: numerical linear algebra; system theory; stochastic processes; and Kalman filtering. Part II explains realization theory as applied to subspace identification. Stochastic realization results based on spectral factorization and Riccati equations, and on canonical correlation analysis for stationary processes are included. Part III demonstrates the closed-loop application of subspace identification methods.

Subspace Methods for System Identification is an excellent reference for researchers and a useful text for ... Read more

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Product Details

Format
Paperback
Publication date
2005
Publisher
Springer London Ltd United Kingdom
Number of pages
408
Condition
New
Series
Communications and Control Engineering
Number of Pages
392
Place of Publication
England, United Kingdom
ISBN
9781852339814
SKU
V9781852339814
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

About Tohru Katayama
Tohru Katayama received B.E., M.E. and Ph.D. degrees in applied mathematics and physics, from Kyoto University, in 1964, 1966 and 1969, respectively. Since 1986, he has been Professor at the Department of Applied Mathematics and Physics, Kyoto University, and had visiting positions at UCLA and the University of Padova. His main research interests include statistical estimation theory, Kalman filtering, spectral ... Read more

Reviews for Subspace Methods for System Identification
From the reviews: "The book is devoted to subspace methods used for system identification. … The book contains also some tutorial problems with solutions and MATLAB programs, which demonstrate various aspects of the methods propounded to introductory and research material. Therefore it may be a valuable reference for researches as well, a very useful text ... Read more

Goodreads reviews for Subspace Methods for System Identification


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