Title :
Efficient linear macromodeling via least-squares response approximation
Author :
Lei, Chi Un ; Kwan, Hing Kit ; Liu, Yansong ; Wong, Ngai
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong
Abstract :
We present a least-squares (LS) algorithm for rational function macromodeling of port-to-port responses with discrete-time sampled data. The core routine involves over-determined equations and Altering operation, and avoids numerical-sensitive calculation and initial pole assignment. We demonstrate the fast computation and excellent accuracy and robustness, even with noisy data, in stable response approximation.
Keywords :
discrete time systems; least squares approximations; pole assignment; sampled data systems; discrete-time sampled data; efficient linear macromodeling; initial pole assignment; least-squares response approximation; port-to-port responses; Approximation algorithms; Digital filters; Equations; Filtering; Finite impulse response filter; Function approximation; Iterative algorithms; Robustness; Signal analysis; Time domain analysis;
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
DOI :
10.1109/ISCAS.2008.4542087