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Subspace Methods for System Identification

284,94 
284,94 
2025-07-31 284.9400 InStock
Nemokamas pristatymas į paštomatus per 13-17 darbo dienų užsakymams nuo 19,00 

Knygos aprašymas

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.

Informacija

Autorius: Tohru Katayama
Serija: Communications and Control Engineering
Leidėjas: Springer London
Išleidimo metai: 2010
Knygos puslapių skaičius: 408
ISBN-10: 1849969884
ISBN-13: 9781849969888
Formatas: Knyga minkštu viršeliu
Kalba: Anglų
Žanras: Cybernetics and systems theory

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