Application of the Extended Kalman filter to fuzzy modeling: Algorithms and practical implementation

Barragán Piña, Antonio Javier and Andujar Marquez, Jose Manuel and Aznar Torres, Mariano Jose and Jiménez Avello, Agustín and Al-Hadithi, Basil M. (2011). Application of the Extended Kalman filter to fuzzy modeling: Algorithms and practical implementation. In: "EUSFLAT-2011 and LFA-2011", 18/07/2011 - 22/07/2011, Aix-lesBains, Francia. ISBN 978-90-78677-00-0. pp. 691-698.

Description

Title: Application of the Extended Kalman filter to fuzzy modeling: Algorithms and practical implementation
Author/s:
  • Barragán Piña, Antonio Javier
  • Andujar Marquez, Jose Manuel
  • Aznar Torres, Mariano Jose
  • Jiménez Avello, Agustín
  • Al-Hadithi, Basil M.
Item Type: Presentation at Congress or Conference (Article)
Event Title: EUSFLAT-2011 and LFA-2011
Event Dates: 18/07/2011 - 22/07/2011
Event Location: Aix-lesBains, Francia
Title of Book: Proceedings of EUSFLAT-2011 and LFA-2011
Date: 2011
ISBN: 978-90-78677-00-0
Subjects:
Faculty: E.T.S.I. Industriales (UPM)
Department: Automática, Ingeniería Electrónica e Informática Industrial [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Modeling phase is fundamental both in the analysis process of a dynamic system and the design of a control system. If this phase is in-line is even more critical and the only information of the system comes from input/output data. Some adaptation algorithms for fuzzy system based on extended Kalman filter are presented in this paper, which allows obtaining accurate models without renounce the computational efficiency that characterizes the Kalman filter, and allows its implementation in-line with the process

More information

Item ID: 12781
DC Identifier: http://oa.upm.es/12781/
OAI Identifier: oai:oa.upm.es:12781
Official URL: http://www.atlantis-press.com/publications/aisr/eusflat-11/index_eusflat-11.html?http%3A//www.atlantis-press.com/php/paper-details.php%3Fid%3D2208
Deposited by: Memoria Investigacion
Deposited on: 13 Dec 2012 17:53
Last Modified: 21 Apr 2016 12:03
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