System identification of Wiener systems with B-spline functions using De Boor recursion
نویسندگان
چکیده
منابع مشابه
System identification of Wiener systems with B-spline functions using De Boor recursion
In this article a simple and effective algorithm is introduced for the system identification of the Wiener system using observational input/output data. The nonlinear static function in the Wiener system is modelled using a B-spline neural network. The Gauss–Newton algorithm is combined with De Boor algorithm (both curve and the first order derivatives) for the parameter estimation of the Wiene...
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A simple and effective algorithm is introduced for the system identification of Wiener system based on the observational input/output data. The B-spline neural network is used to approximate the nonlinear static function in the Wiener system. We incorporate the Gauss-Newton algorithm with De Boor algorithm (both curve and the first order derivatives) for the parameter estimation of the Wiener m...
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ژورنال
عنوان ژورنال: International Journal of Systems Science
سال: 2013
ISSN: 0020-7721,1464-5319
DOI: 10.1080/00207721.2012.669863