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
Link To Document :
بازگشت