Title :
VISA: Versatile Impulse Structure Approximation for time-domain linear macromodeling
Author :
Lei, Chi-Un ; Wong, Ngai
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong, China
Abstract :
We develop a rational function macromodeling algorithm named VISA (Versatile Impulse Structure Approximation) for macromodeling of system responses with (discrete) time-sampled data. The ideas of Walsh theorem and complementary signal are introduced to convert the macromodeling problem into a non-pole-based Steiglitz-McBride (SM) iteration (a class of first- and second-order interpolations) without initial guess and eigenvalue computation. We demonstrate the fast convergence and the versatile macromodeling requirement adoption through a P-norm approximation expansion, using examples from practical data.
Keywords :
integrated circuit modelling; iterative methods; P-norm approximation expansion; VISA; Walsh theorem; discrete data; eigenvalue computation; first-order interpolations; non-pole-based Steiglitz-McBride iteration; rational function macromodeling algorithm; second-order interpolations; system responses macromodeling; time-domain linear macromodeling; time-sampled data; versatile impulse structure approximation; Analytical models; Approximation algorithms; Computational modeling; Eigenvalues and eigenfunctions; Finite impulse response filter; Function approximation; IIR filters; Linear approximation; MIMO; Time domain analysis;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2010 15th Asia and South Pacific
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-5765-6
Electronic_ISBN :
978-1-4244-5767-0
DOI :
10.1109/ASPDAC.2010.5419921