Title: Generation of enhanced initial estimates for Hammerstein Systems
Authors: Crama, P ×
Schoukens, Joannes
Pintelon, R #
Issue Date: Jul-2004
Publisher: Pergamon-elsevier science ltd
Series Title: Automatica vol:40 issue:7 pages:1269-1273
Abstract: Hammerstein systems are nonlinear models that are used in many domains for their simplicity and physical meaning. This paper presents a simple iterative method for generating good starting values which can be used to initialize the numerical nonlinear optimization of the cost function. In the absence of model errors, the presented method is proven to converge locally to the true model values in the noise-less case. (C) 2004 Elsevier Ltd. All rights reserved.
ISSN: 0005-1098
Publication status: published
KU Leuven publication type: IT
Appears in Collections:ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
× corresponding author
# (joint) last author

Files in This Item:

There are no files associated with this item.

Request a copy


All items in Lirias are protected by copyright, with all rights reserved.

© Web of science