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A (simple) Perspective on Adaptation Algorithms
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1991 (English)In: Proceedings of the 1991 Workshop on Stochastic Theory - Adaptive Control, 1991, 306-320 p.Conference paper, Published paper (Refereed)
Abstract [en]

Mechanisms for adapting models, filters, decisions, regulators and so on to changing properties of a system or a signal are of fundamental importance in many modern signal processing and control algorithms. In this chapter we give an overview of some basic set-ups and algorithms that are used for this. We pay special attention to the rationale behind the different algorithms, thus distinguishing between “optimal” algorithms and “ad hoc” algorithms. We also give an outline of the basic approaches to performance analysis of adaptive algorithms.

Place, publisher, year, edition, pages
1991. 306-320 p.
Series
Lecture Notes in Control and Information Sciences, ISSN 0170-8643 ; 184
Keyword [en]
Adapting models, Filters, Ad hoc, Optimal algorithms
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-94072DOI: 10.1007/BFb0113249ISBN: 978-3-540-55962-7 (print)OAI: oai:DiVA.org:liu-94072DiVA: diva2:629997
Conference
1991 Workshop on Stochastic Theory - Adaptive Control, Lawrence, KS, USA, September, 1991
Available from: 2013-06-18 Created: 2013-06-16 Last updated: 2013-06-18

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Ljung, Lennart

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