Radial Basis Function (RBF) Neural Network Control for Mechanical Systems : Design, Analysis and Matlab Simulation /

Detalles Bibliográficos
Autor principal: Liu, Jinkun. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Materias:
Tabla de Contenidos:
  • Introduction
  • RBF Neural Network Design and Simulation
  • RBF Neural Network Control Based on Gradient Descent Algorithm
  • Adaptive RBF Neural Network Control
  • Neural Network Sliding Mode Control
  • Adaptive RBF Control Based on Global Approximation
  • Adaptive Robust RBF Control Based on Local Approximation
  • Backstepping Control with RBF
  • Digital RBF Neural Network Control
  • Discrete Neural Network Control
  • Adaptive RBF Observer Design and Sliding Mode Control.