Simple Mixed Predictor in Feedback

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F03%3A00007448" target="_blank" >RIV/60461373:22340/03:00007448 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Simple Mixed Predictor in Feedback
Original language description
An B-tuple of predictors was used for -step prediction. Both linear and non-linear predictors were compared to obtain their statistics. Means and variances of individual predictors were estimated. According to the hypothesis of independent estimators thesimple mixed predictor with minimum variance and zero bias was subject of analytical optimization. The regularization technique was applied to stabilize the predictor. The mixed predictor is easy to construct using only a finite number of elementary arithmetic operations. There is also possible to suppose the dependent estimators and then formulate a regularized quadratic programming task to create more sophisticated non-linear prediction. There is necessary to apply the iterative techniques to obtainapproximate solution in real time. The resulting mixed predictor can be used as input of a controller and then run in feedback control. The mixed predictor was realized in Matlab environment.
Czech name
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Czech description
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Publication year
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proc. of 14th Int. Conf. on Process Control PC '03
ISBN
80-227-1902-1
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
"PC078/1"-"PC078/5"
Publisher name
Slovak University of Technology
Place of publication
Bratislava
Event location
Štrbské Pleso
Event date
Jun 8, 2003
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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