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Some Asymptotic Results in Recursive Identification using Laguerre Models
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.
1990 (English)Report (Other academic)
Abstract [en]

Frequency domain expressions for the quality of recursively identified Laguerre models are presented. These models generalize finite impulse response models by using a priori information about the dominating time constants of the system to be identified. Expressions for the model quality are derived under the assumptions that the system varies slowly, that the model is updated slowly, and that the model order is high. The model quality is evaluated by investigating the properties of the estimated transfer function, and explicit expressions for the mean square error of the transfer function estimate are derived.

Place, publisher, year, edition, pages
Linköping: Linköping University , 1990. , 28 p.
Series
LiTH-ISY-I, ISSN 8765-4321 ; 1061
Keyword [en]
Recursive identifcation, Tracking, Laguerre models, Frequency-domain analysis, Identification, Stop response, Transfer functions
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-104035OAI: oai:DiVA.org:liu-104035DiVA: diva2:694422
Available from: 2014-02-06 Created: 2014-02-06 Last updated: 2014-02-06

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Gunnarsson, Svante

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