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...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Katayama, Tohru (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Communications and Control Engineering,
Temas:
Telecommunication.
Control engineering.
System theory.
Control theory.
Signal processing.
Chemistry, Technical.
Communications Engineering, Networks.
Control and Systems Theory.
Systems Theory, Control .
Signal, Speech and Image Processing .
Industrial Chemistry.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares