DocumentCode
2570211
Title
ℋ2 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