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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)In: Proceedings of the 4th IFAC International Symposium on Adaptive Systems in Control and Signal Processing, 1992, 377-382 p.Conference paper, Published paper (Refereed)
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
1992. 377-382 p.
Keyword [en]
Leakage, Regularization, Variance reduction
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-91156ISBN: 9780080425962 (print)OAI: oai:DiVA.org:liu-91156DiVA: diva2:617543
Conference
4th IFAC International Symposium on Adaptive Systems in Control and Signal Processing, Grenoble, France, July, 1992
Available from: 2013-04-23 Created: 2013-04-17 Last updated: 2013-07-29

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Ljung, Lennart

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