Title :
Optimal design of complex FIR filters with arbitrary magnitude and group delay responses
Author :
Lee, Wei Rong ; Caccetta, Lou ; Teo, Kok Lay ; Rehbock, Volker
Author_Institution :
Dept. of Math. & Stat., Curtin Univ. of Technol., Perth, WA, Australia
fDate :
5/1/2006 12:00:00 AM
Abstract :
This paper presents a method for the frequency-domain design of digital finite impulse response filters with arbitrary magnitude and group delay responses. The method can deal with both the equiripple design problem and the peak constrained least squares (PCLS) design problem. Consequently, the method can also be applied to the equiripple passbands and PCLS stopbands design problem as a special case of the PCLS design. Both the equiripple and the PCLS design problems are converted into weighted least squares optimization problems. They are then solved iteratively with appropriately updated error weighting functions. A novel scheme for updating the error weighting function is developed to incorporate the design requirements. Design examples are included in order to compare the performance of the filters designed using the proposed scheme and several other existing methods.
Keywords :
FIR filters; frequency-domain synthesis; least squares approximations; network synthesis; optimisation; FIR filters; digital finite impulse response filters; equiripple design problem; error weighting function; frequency-domain design; least squares optimization problems; peak constrained least squares; Algorithm design and analysis; Delay; Finite impulse response filter; Least squares methods; Linear programming; Mathematics; Passband; Quadratic programming; Signal processing algorithms; Statistics; Complex finite impulse response (FIR) filters; optimal design; weighted least squares;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.872542