Performance Monitoring in Nonlinear Adaptive Noise Cancellation
Billings, S.A. and Alturki, F.A.
(1990)
Performance Monitoring in Nonlinear Adaptive Noise Cancellation.
Research Report.
Acse Report 409
.
Dept of Automatic Control and System Engineering. University of Sheffield
Abstract
Correlation based model validity tests are introduced to monitor the operation of nonlinear adaptive noise cancellation filters and to detect if the filters are operating correctly or incorrectly. The tests are derived for a NARMAX (Nonlinear Auto Regressive Moving Average model with eXogenous inputs) filter design based on a SubOptimal Least Sqaures (SOLS) estimation algorithm. Simulation studies are included to illustrate the performance of the new tests.
Metadata
Item Type:
Monograph
Authors/Creators:
Billings, S.A.
Alturki, F.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.
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