Identification of Nonlinear Rational Systems Using A Prediction-Error Estimation Algorithm
Billings, S.A. and Chen, S.l
(1987)
Identification of Nonlinear Rational Systems Using A Prediction-Error Estimation Algorithm.
Research Report.
Acse Report 317
.
Dept of Automatic Control and System Engineering. University of Sheffield
Abstract
Identification of discrete-time noninear stochastic systems which can be represented by a rational input-output model is considered. A prediction-error parameter estimation algorithm is developed and a criterion is derived using results from the theory of hypothesis testing to determine the correct model structure. The identification of a simulated system and a heat exchanger are included to illustrate the algorithms.
Metadata
Item Type:
Monograph
Authors/Creators:
Billings, S.A.
Chen, S.l
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.
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