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A Comment on Leakage in Adaptive Algorithms
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1992 (English)Report (Other academic)
Abstract [en]

By "leakage" in adaptive control and adaptive signal processing algorithm is understood that a pull term towards a given parameter value is introduced. Leakage has been introduced both as trick to be able to prove certain convergence results as an ad hoc means for obtaining less drifting parameters. Leakage is the same as regularization and we explain what benefits - from an estimation point of view - this gives.

Place, publisher, year, edition, pages
Linköping: Linköping University , 1992.
Series
LiTH-ISY-I, ISSN 8765-4321 ; 1344
Keyword [en]
Leakage, Regularization, Variance reduction
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-95848OAI: oai:DiVA.org:liu-95848DiVA: diva2:638312
Available from: 2013-07-29 Created: 2013-07-29 Last updated: 2013-07-29

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Ljung, Lennart

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Citation style
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  • de-DE
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  • nn-NB
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  • Other locale
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Output format
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