Title :
Optimal hankel-norm approximation of IIR by FIR systems
Author :
Li Chai ; Jingxin Zhang ; Cisheng Zhang ; Mosca, Edoardo
Author_Institution :
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, VIC, Australia
Abstract :
This paper presents a constructive method to (sub)optimal finite impulse response (FIR) approximation of a given infinite impulse response (IIR) model. The method minimizes the Hankel norm of approximation error by using the explicit solution of norm-preserve dilation problem. It has the advantage over the existing methods that it provides an explicitly constructive solution and allows the trade-off between the Chebyshev and least square criteria. The lower and upper bounds on the l2 and Chebyshev norms of approximation error are given. The effectiveness and properties of the proposed algorithm are demonstrated through a computation example.
Keywords :
Chebyshev approximation; Chebyshev filters; FIR filters; IIR filters; Chebyshev criteria; Chebyshev norms; FIR system; Hankel norm minimization; IIR system; approximation error; constructive method; infinite impulse response model; least square criteria; norm-preserving dilation problem; optimal Hankel-norm approximation; suboptimal finite impulse response approximation; Abstracts; Equations; Finite impulse response filters; FIR approximation; Hankel-norm; IIR filters; mixed norm design; norm-preserve dilation;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1