Title :
Design of arbitrary FIR log eigenfilters
Author :
Pei, Soo-Chang ; Shyu, Jong-Jy
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
5/1/1994 12:00:00 AM
Abstract :
An efficient method is proposed for the design of FIR filters with arbitrary log magnitude and phase responses in this paper. The method is based on an iterative weighted eigenfilter approach to obtain a least-squares approximation to the given log magnitude function, and the weighting function at each iteration is updated using the result of the previous iteration, which leads to the optimal approximation in the log Chebyshev sense. The method can be easily modified to approximate arbitrary log complex-valued frequency response, such as complex FIR log eigenfilters. Several examples are shown to demonstrate the effectiveness of this approach
Keywords :
Chebyshev approximation; digital filters; filtering and prediction theory; frequency response; iterative methods; least squares approximations; FIR log eigenfilters; arbitrary log magnitude response; arbitrary log phase responses; design method; iterative weighted eigenfilter approach; least-squares approximation; log Chebyshev sense; log complex-valued frequency response; optimal approximation; weighting function updating; Chebyshev approximation; Data communication; Error correction; Finite impulse response filter; Frequency response; IIR filters; Iterative methods; Minimization; Nonlinear filters; Speech synthesis;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on