DocumentCode
1018843
Title
Reduced-order modeling via oblique projections on a bandlimited Kautz basis
Author
Knockaert, Luc ; Lippens, Gunther ; De Zutter, Daniël
Author_Institution
Dept. of Inf. Technol., INTEC-IMEC, Ghent, Belgium
Volume
53
Issue
7
fYear
2006
fDate
7/1/2006 12:00:00 AM
Firstpage
1544
Lastpage
1555
Abstract
A new bandlimited two-parameter Kautz basis, for application to reduced-order modeling (ROM), is proposed. It is derived from the original Kautz basis by means of a pertinent rational frequency transformation, and is shown to be orthonormal over a narrowband frequency interval. By means of obliquely projecting a general Mth-order state space transfer function onto this bandlimited Kautz basis, we obtain a new ROM technique, which does not belong to the class of Krylov methods, but to the rather more general family of oblique projection techniques. Pertinent features of the new method are the reduction in computational effort and the fact that a more efficient ROM approach is obtained by focusing on the frequency band under scrutiny. The robustness and accuracy of the new method is illustrated by applying it to a number of benchmark examples.
Keywords
circuit complexity; reduced order systems; state-space methods; transfer functions; bandlimited Kautz basis; oblique projections; rational frequency transformation; reduced-order modeling; state space models; transfer function; Electric breakdown; Electromagnetic modeling; Frequency; Helium; Narrowband; Polynomials; Read only memory; Robustness; State-space methods; Transfer functions; Bandlimited systems; Kautz basis; oblique projections; reduced-order modeling (ROM);
fLanguage
English
Journal_Title
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher
ieee
ISSN
1549-8328
Type
jour
DOI
10.1109/TCSI.2006.876414
Filename
1652976
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