DocumentCode :
2570211
Title :
2 Optimal model reduction of linear dynamical systems
Author :
Ahmad, Mian Ilyas ; Jaimoukha, Imad ; Frangos, Michalis
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
5368
Lastpage :
5371
Abstract :
In this paper we consider the ℋ2 optimal model reduction problem which has important applications in system approximation and has received considerable attention in the literature. An important link between special cases of this problem and rational interpolation using Krylov projection methods has been recently established. We use this link to derive a solution in the special case when the original system is single input single output (SISO) and the approximation has first order. We also indicate extensions to higher order approximations. Finally, we give a few examples to illustrate our procedure.
Keywords :
H control; approximation theory; dynamics; interpolation; linear systems; ℋ2 optimal model reduction; Krylov projection method; higher order approximation; linear dynamical system; rational interpolation; single input single output; system approximation; Approximation algorithms; Eigenvalues and eigenfunctions; Heuristic algorithms; Interpolation; Reduced order systems; Transfer functions;
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.2010.5717292
Filename :
5717292
Link To Document :
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