Stability Analysis and Nonlinear Observer Design using Takagi-Sugeno Fuzzy Models

Many problems in decision making, monitoring, fault detection, and control require the knowledge of state variables and time-varying parameters that are not directly measured by sensors. In such situations, observers, or estimators, can be employed that use the measured input and output signals alon...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Lendek, Zsófia (Autor), Guerra, T. M. (Autor), Babuška, Robert (Autor), De Schutter, Bart (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Colección:Studies in Fuzziness and Soft Computing, 262
Temas:
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Takagi-Sugeno fuzzy models
  • Stability analysis of TS fuzzy systems
  • Observers for TS fuzzy systems
  • Cascaded TS systems and observers
  • Distributed TS systems and observers
  • Adaptive observers for TS systems.

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