A (simple) Perspective on Adaptation Algorithms
1991 (English)In: Proceedings of the 1991 Workshop on Stochastic Theory - Adaptive Control, 1991, 306-320 p.Conference paper (Refereed)
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.
, Lecture Notes in Control and Information Sciences, ISSN 0170-8643 ; 184
Adapting models, Filters, Ad hoc, Optimal algorithms
IdentifiersURN: urn:nbn:se:liu:diva-94072DOI: 10.1007/BFb0113249ISBN: 978-3-540-55962-7OAI: oai:DiVA.org:liu-94072DiVA: diva2:629997
1991 Workshop on Stochastic Theory - Adaptive Control, Lawrence, KS, USA, September, 1991