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General Structure of Adaptive Algorithms: Adaptation and Tracking
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1993 (English)In: Adaptive System Identification and Signal Processing Algorithms / [ed] N. Kalouptsidis and S. Theodoridis, New York: Prentice-Hall, 1993, 58-83 p.Chapter in book (Refereed)
Abstract [en]

Mechanisms for adapting models, filters, decisions, regulators and soon 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
New York: Prentice-Hall, 1993. 58-83 p.
Keyword [en]
Adapting models, Filters, Regulators, System, Signal, Ad hoc, Optimization, Engineering (Electrical)
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-56323ISBN: 0-13-006545-5OAI: diva2:318453
Available from: 2010-05-07 Created: 2010-05-07 Last updated: 2014-03-24

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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