Combined Parametric-Nonparametric Identification of Block-Oriented Systems

This book considers a problem of block-oriented nonlinear dynamic system identification in the presence of random disturbances. This class of systems includes various interconnections of linear dynamic blocks and static nonlinear elements, e.g., Hammerstein system, Wiener system, Wiener-Hammerstein...

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Detalles Bibliográficos
Autor principal: Mzyk, Grzegorz
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Colección:Lecture Notes in Control and Information Sciences, 454
Materias:
System theory.
Statistical physics.
Control engineering.
Engineering.
Control.
Nonlinear Dynamics.
Acceso en línea:http://dx.doi.org/10.1007/978-3-319-03596-3
Aporte de:Registro referencial: Solicitar el recurso aquí
Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata
Tabla de Contenidos:
  • Hammerstein system
  • Wiener system
  • Wiener-Hammerstein (sandwich) system
  • Large-scale interconnected systems
  • Structure detection and model order selection
  • Time-varying systems
  • Simulation studies
  • Summary.

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