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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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Mzyk, Grzegorz (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Lecture Notes in Control and Information Sciences, 454
Subjects:
Control engineering.
System theory.
Control theory.
Nonlinear Optics.
Control and Systems Theory.
Systems Theory, Control .
Online Access:Texto Completo
Table of Contents:
  • 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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