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
Link To Document :
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