Title :
Design of IIR digital filters in the complex domain by transforming the desired response
Author :
Matsunaga, Tatsuya ; Yoshida, Masahiro ; Ikehara, Masaaki
Author_Institution :
IBM, Tokyo, Japan
fDate :
7/1/2004 12:00:00 AM
Abstract :
In this paper, we present a new design method of infinite impulse response (IIR) digital filters with quasi-equiripple absolute error in the complex domain. This method is based on solving a least squares solution iteratively. At each iteration, the desired response for the least squares approximation is transformed to have equiripple error. This algorithm is efficient because there is no need for any initial value or complex optimization algorithm. By this method, a quasi-equiripple solution is obtained very quickly with less computational complexity. Moreover, by multiplying an arbitrary weighting function on the desired responses of passband and stopband, respectively, the error at the passband and stopband can be controlled. Finally, we show some examples to validate the proposed method.
Keywords :
IIR filters; equiripple filters; frequency response; iterative methods; least squares approximations; transforms; IIR digital filters; IIR filters; complex domain; computational complexity; infinite impulse response digital filters; least squares approximation; least squares solution; optimization algorithm; passband; quasi-equiripple absolute error; stopband; Chebyshev approximation; Design methodology; Digital filters; Finite impulse response filter; Frequency response; IIR filters; Iterative algorithms; Least squares approximation; Passband; Stability;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2004.828900