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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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Main Author: Mzyk, Grzegorz. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
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.
Statistical physics.
Control and Systems Theory.
Systems Theory, Control.
Applications of Nonlinear Dynamics and Chaos Theory.
Online Access:https://doi.org/10.1007/978-3-319-03596-3
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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