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Memorias de investigación
Ponencias en congresos:
Extended Matrix Approach for the Identification of Takagi-Sugeno Fuzzy Model
Año:2009
Áreas de investigación
  • Automática
Datos
Descripción
A new, simple and less computational approach is presented to improve the local and global modeling capability of Takagi-Sugeno (T-S) fuzzy model. The main aim is obtaining high function approximation accuracy and fast convergence. The main drawback of T-S identification method is that it can not be applied when the membership functions are overlapped by pairs. This restricts the application of the T-S model because this type of membership function has been widely used during the last two decades in the stability, controller design of fuzzy systems and is popular in industrial control applications. The method developed here can be considered as a generalized version of T-S fuzzy identification method with optimized performance in approximating nonlinear functions. Various examples are chosen to examine the remarkable performance of the proposed method and the high accuracy obtained in approximating nonlinear systems locally and globally in comparison with the original T-S model.
Internacional
Si
Nombre congreso
ICONS2009 The 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing
Tipo de participación
960
Lugar del congreso
Estambul, Turquía
Revisores
Si
ISBN o ISSN
CDP08UPM
DOI
Fecha inicio congreso
21/09/2009
Fecha fin congreso
23/09/2009
Desde la página
1
Hasta la página
7
Título de las actas
ICONS2009 The 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Agustin Jimenez Avello (UPM)
  • Autor: Basil Mohammed Al-Hadithi Abdul Qadir (UPM)
  • Autor: Fernando Matia Espada (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Control Inteligente
  • Centro o Instituto I+D+i: Centro de Automática y Robótica (CAR). Centro Mixto UPM-CSIC
  • Departamento: Electrónica, Automática e Informática Industrial
  • Departamento: Automática, Ingeniería Electrónica e Informática Industrial
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