DocumentCode
2252759
Title
Fast state estimation in linear time-varying systems: An algebraic approach
Author
Tian, Yang ; Floquet, Thierry ; Perruquetti, Wilfrid
Author_Institution
LAGIS (CNRS, UMR 8146), Ecole Centrale de Lille, Villeneuve-d´´Ascq, France
fYear
2008
fDate
9-11 Dec. 2008
Firstpage
2539
Lastpage
2544
Abstract
In this note, an algebraic approach for state estimation of linear time-varying (LTV) systems is introduced. This approach is based on the following mathematical tools: Laplace transform, Leibniz formula, operational calculus and distribution theory. A generalized expression of the state variables as a function of the integrals of the output and the input is obtained. The example of a DC motor system and some simulation results are given to illustrate the performance of the proposed approach.
Keywords
Laplace transforms; algebra; calculus; linear systems; state estimation; time-varying systems; DC motor system; Laplace transform; Leibniz formula; algebra; distribution theory; fast state estimation; linear time-varying systems; mathematical tools; operational calculus; Calculus; Control systems; DC motors; Laplace equations; Noise robustness; Observability; Observers; Riccati equations; State estimation; Time varying systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location
Cancun
ISSN
0191-2216
Print_ISBN
978-1-4244-3123-6
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2008.4739289
Filename
4739289
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