DocumentCode
2574881
Title
Errors-in-variables identification using a Generalized Instrumental Variable Estimation method
Author
Söderström, Torsten
Author_Institution
Dept. of Inf. Technol., Uppsala Univ., Uppsala, Sweden
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
322
Lastpage
327
Abstract
Several estimation methods have been proposed for identifying dynamic errors-in-variables models. In the paper it is shown how a number of common methods for errors-in-variables methods can be put into a general framework, resulting in a Generalized Instrumental Variable Estimator. Computational aspects and the asymptotic distribution of the parameter estimates are presented.
Keywords
estimation theory; identification; asymptotic distribution; errors-in-variables identification; generalized instrumental variable estimation; Covariance matrix; Equations; Instruments; Least squares approximation; Mathematical model; Noise; Noise measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717579
Filename
5717579
Link To Document