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 :
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