Identification of Nonlinear Systems Using Neural Networks and Polynomial Models A Block-Oriented Approach /

This monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known approaches to the identification of Wiener and Hammerstein systems which are applicable to both neural network and polynomial models. The book gi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Janczak, Andrzej (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Lecture Notes in Control and Information Sciences, 310
Temas:
Control engineering.
Robotics.
Automation.
Multibody systems.
Vibration.
Mechanics, Applied.
System theory.
Control theory.
Mathematical physics.
Control, Robotics, Automation.
Multibody Systems and Mechanical Vibrations.
Systems Theory, Control .
Complex Systems.
Theoretical, Mathematical and Computational Physics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Neural network Wiener models
  • Neural network Hammerstein models
  • Polynomial Wiener models
  • Polynomial Hammerstein models
  • Applications.

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