DocumentCode
393353
Title
Reduced-order modeling based on Prony´s and Shank´s methods via the bilinear transformation
Author
Mansour, Makram M. ; Mehrotra, Amit
Author_Institution
ECE Dept., Illinois Univ., Urbana, IL, USA
fYear
2003
fDate
24-26 March 2003
Firstpage
299
Lastpage
304
Abstract
In this paper, we propose a new model-order reduction technique for linear dynamic systems. 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 or Shank´s least-squares approximation methods 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 and Shank´s methods give much higher accuracy than the traditional Pade method. and result in lower-order approximations with negligible increase in simulation time.
Keywords
bilinear systems; least squares approximations; linear network analysis; linear systems; reduced order systems; transfer functions; Pade approximation method; Prony method; Shank methods; bilinear transformation; inverse bilinear transformation; least squares approximation; linear dynamic systems; reduced order modeling; s domain; simulation time; z domain; Approximation methods; Computational modeling; Equations; Error correction; Frequency; Function approximation; Interpolation; Nonlinear dynamical systems; Performance analysis; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Quality Electronic Design, 2003. Proceedings. Fourth International Symposium on
Print_ISBN
0-7695-1881-8
Type
conf
DOI
10.1109/ISQED.2003.1194749
Filename
1194749
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