Title :
IIR Approximation of FIR Filters Via Discrete-Time Hybrid-Domain Vector Fitting
Author :
Lei, Chi-Un ; Wong, Ngai
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Kowloon
fDate :
6/1/2009 12:00:00 AM
Abstract :
We present a discrete-time hybrid-domain vector fitting algorithm, called HD-VFz, for the IIR approximation of FIR filters with an arbitrary combination of time-and frequency-sampled responses. The core routine involves a two-step pole refinement process based on a linear least-squares solve and an eigenvalue problem. Through hybrid-domain data approximation and digital partial fraction basis with relative stability consideration, HD-VFz exhibits fast computation and remarkable fitting accuracy in both time and frequency domains.
Keywords :
FIR filters; IIR filters; eigenvalues and eigenfunctions; frequency response; FIR filters; IIR approximation; digital partial fraction basis; discrete-time hybrid-domain vector fitting; eigenvalue problem; hybrid-domain data approximation; linear least-squares; time-and frequency-sampled responses; two-step pole refinement process; Approximation algorithms; Digital filters; Finite impulse response filter; Frequency; IIR filters; Numerical stability; Poles and zeros; Signal processing algorithms; Time domain analysis; Vectors; Approximation methods; IIR digital filters; identification; rational functions; vector fitting;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2009.2017478