DocumentCode
2410659
Title
Model-order reduction based on Prony´s method
Author
Mansour, Makram M. ; Mehrotra, Amit
Author_Institution
Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
fYear
2003
fDate
2003
Firstpage
530
Lastpage
535
Abstract
A new model-order reduction technique for linear dynamic systems is presented The idea behind this technique is to transform the dynamic system function from the s-domain into the z-domain via the bilinear transformation, then use Prony´s least- squares approximation method instead of the commonly employed Pade approximation method, and finally transform the reduced system back into the s-domain using the inverse bilinear transformation. Simulation results for large practical systems show that this technique based on Prony´s method gives much higher accuracy than the traditional Pade method, and results in lower-order approximations without significant increase in simulation time.
Keywords
least squares approximations; linear systems; reduced order systems; accuracy; bilinear transformation; least-squares approximation method; linear dynamic systems; lower-order approximations; model-order reduction technique; simulation time; Approximation methods; Computational modeling; Equations; Frequency; Function approximation; Interpolation; Nonlinear dynamical systems; Performance analysis; Reduced order systems; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation and Test in Europe Conference and Exhibition, 2003
ISSN
1530-1591
Print_ISBN
0-7695-1870-2
Type
conf
DOI
10.1109/DATE.2003.1253663
Filename
1253663
Link To Document