Title :
WISE: Warped Impulse Structure Estimation 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 warped impulse structure estimation for macromodeling of system responses with time-sampled data. The ideas of digital filter design, Walsh theorem, and complementary signal are introduced to convert the macromodeling problem into a non-pole-based Steiglitz-McBride iteration without initial guess and eigenvalue computation. Furthermore, we introduce frequency warping as a preprocessing step to improve the numerical condition in the computation. We demonstrate the fast convergence and the versatile macromodeling requirement adoption through a P-norm identification expansion, using examples from practical structures.
Keywords :
Walsh functions; digital filters; integrated circuit design; integrated circuit modelling; iterative methods; P-norm identification expansion; Walsh theorem; complementary signal; digital filter design; frequency warping; nonpole-based Steiglitz-McBride iteration; rational function macromodeling algorithm; system response macromodeling; time-domain linear macromodeling; warped impulse structure estimation; Computational modeling; Finite impulse response filter; Interpolation; Numerical models; Polynomials; Time domain analysis; Time frequency analysis; Discrete-time domain; frequency warping; macromodeling; system identification; time domain;
Journal_Title :
Components, Packaging and Manufacturing Technology, IEEE Transactions on
DOI :
10.1109/TCPMT.2011.2170983