DocumentCode
322041
Title
Adjacent errors for assessing estimation and modeling algorithm performance
Author
Priemer, Roland
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
Volume
2
fYear
1997
fDate
3-6 Aug 1997
Firstpage
766
Abstract
Some modeling errors of the RLS algorithm are defined. Inequalities among the variances of these errors are obtained. These inequalities show how the RLS algorithm behaves as it tracks process parameters. By simulation it is shown that virtually all algorithms like the RLS algorithm exhibit the same error behavior
Keywords
adaptive signal processing; error analysis; identification; least squares approximations; RLS algorithm; adjacent errors; algorithm performance; error behavior; estimation algorithm; modeling errors; modelling algorithm; process parameters tracking; Adaptive filters; Computational modeling; Computer errors; Control systems; Distortion; Estimation error; Random processes; Resonance light scattering; Signal generators; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1997. Proceedings of the 40th Midwest Symposium on
Conference_Location
Sacramento, CA
Print_ISBN
0-7803-3694-1
Type
conf
DOI
10.1109/MWSCAS.1997.662187
Filename
662187
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