Erschienen: 19.10.2010 Abbildung von Katayama | Subspace Methods for System Identification | 1st Edition. Softcover version of original hardcover edition 2005 | 2010

Katayama

Subspace Methods for System Identification

lieferbar ca. 10 Tage als Sonderdruck ohne Rückgaberecht

ca. 179,98 €

inkl. Mwst.

1st Edition. Softcover version of original hardcover edition 2005 2010. Buch. xvi, 392 S. 66 s/w-Abbildungen, 17 s/w-Tabelle, Bibliographien. Softcover

Springer. ISBN 978-1-84996-988-8

Format (B x L): 15,5 x 23,5 cm

Gewicht: 623 g

In englischer Sprache

Das Werk ist Teil der Reihe: Communications and Control Engineering

Produktbeschreibung

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 tutors and graduate students involved in control and signal processing courses. It can be used for self-study and will be of interest to applied scientists or engineers wishing to use advanced methods in modeling and identification of complex systems.

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