DocumentCode
3443319
Title
Recursive continuous-time subspace identification using Laguerre filters
Author
Bergamasco, Marco ; Lovera, Marco ; Ohta, Yoshito
Author_Institution
Dipt. di Elettron. e Inf., Politec. di Milano, Vinci, Italy
fYear
2011
fDate
12-15 Dec. 2011
Firstpage
6469
Lastpage
6474
Abstract
This paper deals with the problem of model identification in continuous-time using subspace techniques. More precisely, a recently presented continuous-time predictor-based subspace identification algorithm which relies on a system transformation using the Laguerre basis is considered and a recursive counterpart is developed.
Keywords
continuous time systems; filtering theory; identification; stochastic processes; Laguerre filters; continuous-time predictor-based subspace identification algorithm; model identification; recursive continuous-time subspace identification; Eigenvalues and eigenfunctions; Estimation; Least squares approximation; Prediction algorithms; Signal to noise ratio; Technological innovation;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location
Orlando, FL
ISSN
0743-1546
Print_ISBN
978-1-61284-800-6
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2011.6161311
Filename
6161311
Link To Document