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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)In: Proceedings of the 29th IEEE Conference on Decision and Control, 1990, 1069-1073 vol.2 p.Conference paper, Published paper (Refereed)
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
1990. 1069-1073 vol.2 p.
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-91625DOI: 10.1109/CDC.1990.203766OAI: oai:DiVA.org:liu-91625DiVA: diva2:626206
Conference
29th IEEE Conference on Decision and Control, Honolulu, HI, USA, December, 1990
Available from: 2013-06-07 Created: 2013-04-28 Last updated: 2014-02-06

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Gunnarsson, Svante

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