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A Comment on Leakage in Adaptive Algorithms
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- Ljung, Lennart, 1946- (author)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
-
- Sjöberg, Jonas (author)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
- (creator_code:org_t)
- Linköping : Linköping University, 1992
- 1992
- English.
- Series: LiTH-ISY-I ; 1344
- In: Proceedings of the 4th IFAC International Symposium on Adaptive Systems in Control and Signal Processing. - Linköping : Linköping University. - 9780080425962 ; , s. 377-382
- Conference paper (peer-reviewed)
Abstract
Subject headings
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- 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.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Keyword
- Leakage
- Regularization
- Variance reduction
- Automatic control
- Reglerteknik
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- kon (subject category)
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