Nonlinear System Identification using the Hammerstein Model
Billings, S.A. and Fakhouri, S.Y.
(1978)
Nonlinear System Identification using the Hammerstein Model.
Research Report.
ACSE Research Report no 68
.
Department of Control Engineering, university of Sheffeld, Mappin Street, Sheffield S13JD
Abstract
An algorithm for the identification of non-linear systems which can be described by a Hammerstein model consisting of a single-valued non-linearity followed by a linear system is presented. Cross-correlation techniques are employed to decouple the identification of the linear dynamics from the characterization of the non-linear element. These results are extended to include the identification of the component subsystems of a feedforward process consisting of a Hammerstein model with another linear system.
Metadata
Authors/Creators:
Billings, S.A.
Fakhouri, S.Y.
Copyright, Publisher and Additional Information:
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