On-Line Structure Detection and Parameter Estimation with Exponential Windowing for Nonlinear Systems
Luo, W., Billings, S.A. and Tsang, K.M.
(1994)
On-Line Structure Detection and Parameter Estimation with Exponential Windowing for Nonlinear Systems.
Research Report.
ACSE Research Report 503
.
Department of Automatic Control and Systems Engineering
Abstract
A new recursive orthogonal estimation algorithm is derived which updates both the model structure and the parameters of nonlinear models on-line. Techniques developed for linear systems are not generally suitable when nonlinear models are considered because the complexity of nonlinear systems and the demands of recursive processing make on-line structure detection much more difficult...........
Metadata
Item Type:
Monograph
Authors/Creators:
Luo, W.
Billings, S.A.
Tsang, K.M.
Copyright, Publisher and Additional Information:
he 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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