DocumentCode
706988
Title
Towards increase of identification accuracy for small sampling periods
Author
Gessing, Ryszard
Author_Institution
Inst. Autom., Politech. Slaska, Gliwice, Poland
fYear
1999
fDate
Aug. 31 1999-Sept. 3 1999
Firstpage
3856
Lastpage
3861
Abstract
The identification of discrete-time (DT) models, under assumption that the main errors come from in accurateness of measurements, and the information processing is relatively precise, is researched. It becomes, that for small sampling periods the estimation accuracy of the shift operator (SO) and delta operator (DO) models is then comparable. Two methods of the increase of identification accuracy are proposed; the first based on the increase of the number of measured signals and realised by additional intermediate measurement (s); the second based on the decrease of the number of estimated parameters and realised by using the information about known parameters. The first method results from the original observation that the separated by an additional intermediate measurement parts of continuous-time plant may be described by a DT transfer functions.
Keywords
continuous time systems; discrete time systems; estimation theory; parameter estimation; transfer functions; DO model; DT model identification; DT transfer functions; SO model; continuous-time plant; delta operator model estimation; discrete-time model identification; parameter estimation; shift operator model estimation; Accuracy; Adaptation models; Current measurement; Estimation; Information processing; Measurement uncertainty; Time measurement; Identification; discrete — time; estimation; hybrid system; sampling;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1999 European
Conference_Location
Karlsruhe
Print_ISBN
978-3-9524173-5-5
Type
conf
Filename
7099933
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