Subspace Methods for System Identification
System identification provides methods for the sensible approximation of real systems using a model set based on experimental input and output data. Tohru Katayama sets out an in-depth introduction to subspace methods for system identification in discrete-time linear systems thoroughly augmented wit...
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| Autor principal: | |
|---|---|
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado em: |
London :
Springer London
[20..].
Cham : Springer Nature |
| Edição: | 1st ed. 2005. |
| Colecção: | Communications and Control Engineering
|
| Acesso em linha: | Accès sur la plateforme de l'éditeur (Springer) Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Subspace Methods for System Identification, Texte imprimé, 9781849969888 • Subspace Methods for System Identification, Texte imprimé, 9781848008809 • Subspace Methods for System Identification, Texte imprimé, 9781852339814 |
Sumário:
- Preliminaries Linear Algebra and Preliminaries Discrete-Time Linear Systems Stochastic Processes Kalman Filter Realization Theory Realization of Deterministic Systems Stochastic Realization Theory (1) Stochastic Realization Theory (2) Subspace Identification Subspace Identification (1) ORT Subspace Identification (2) CCA Identification of Closed-loop System