Some Asymptotic Results in Recursive Identification using Laguerre Models
1990 (English)In: Proceedings of the 29th IEEE Conference on Decision and Control, 1990, 1069-1073 vol.2 p.Conference paper (Refereed)
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.
Recursive identifcation, Tracking, Laguerre models, Frequency-domain analysis, Identification, Stop response, Transfer functions
IdentifiersURN: urn:nbn:se:liu:diva-91625DOI: 10.1109/CDC.1990.203766OAI: oai:DiVA.org:liu-91625DiVA: diva2:626206
29th IEEE Conference on Decision and Control, Honolulu, HI, USA, December, 1990