Title :
Identification of nonlinear systems using the Wiener model
Author :
Billings, S.A. ; Fakhouri, S.Y.
Author_Institution :
University of Sheffield, Department of Control Engineering, Sheffield, UK
Abstract :
An algorithm for the identification of nonlinear systems which can be described by a Wiener model consisting of a linear system followed by a single-valued nonlinearity is presented. Crossconolation techniques are employed to decouple the identification of the linear dynamics from the characterisation of the nonlinear element.
Keywords :
identification; modelling; nonlinear systems; Wiener model; cross correlation techniques; linear dynamics; nonlinear systems; single valued nonlinearity;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19770367
