Analysis of estimation errors in the identification of nonlinear systems
Fakhouri, S.Y., Billings, S.A. and Wormold, C.N.
(1980)
Analysis of estimation errors in the identification of nonlinear systems.
Research Report.
ACSE Research Report no 115
.
Automatic Control and Systems Engineering, University of Sheffield
Abstract
Estimation errors introduced in the identification of nonlinear systems are analysed. The influence of record length, power and bandwidth of the input excitation, the effects of input and output noise and errors introduced by the decomposition techniques are investigated. Experimental design and input selection are discusses and the results are illustrated by simulated examples.
Metadata
Item Type:
Monograph
Authors/Creators:
Fakhouri, S.Y.
Billings, S.A.
Wormold, C.N.
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.
Keywords:
analysis estimation errors identification nonlinear systems
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