A Prediction-Error Estimation Algorithm for Nonlinear Output-Affine Systems
Chen, S. and Billings, S.A.
(1987)
A Prediction-Error Estimation Algorithm for Nonlinear Output-Affine Systems.
Research Report.
Acse Report 314
.
Dept of Automatic Control and System Engineering. University of Sheffield
Abstract
A prediction-error estimation algorithm is developed for nonlinear discrete-time systems which can be represented by the output-affine difference equation model. The theory of hypothesis testing is employed to select a model with the correct structure. Problems relating to the use of output-affine models in the identification of nonlinear systems are discussed and a comparison with the NARMAX (Nonlinea ARMAX) model is given.
Metadata
Item Type:
Monograph
Authors/Creators:
Chen, S.
Billings, S.A.
Copyright, Publisher and Additional Information:
The Department of Automatic Control and Systems Engineering research reports offer a forum for the research output of the academic staff and research students of the Department at the University of Sheffield. Papers are reviewed for quality and presentation by a departmental editor. However, the contents and opinions expressed remain the responsibility of the authors. Some papers in the series may have been subsequently published elsewhere and you are advised to cite the later published version in these instances.
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)