Title :
Design of Variable Fractional Delay Filter with Fractional Delay Constraints
Author_Institution :
Dept. of Math. & Stat., Curtin Univ., Perth, WA, Australia
Abstract :
This letter develops an efficient computational procedure for the design of an odd-order variable fractional delay (VFD) digital filter with minimum peak variable fractional delay error subject to restrictions on the peak variable frequency response error. An iterative algorithm is developed to solve the formulated non-linear optimization problem where a first order linear approximation is employed for the variable fractional delay error. This results in a second-order cone programming (SOCP) problem with linear constraints. Design examples show that the peak fractional delay error can be reduced significantly from the minimax solution while maintaining approximately the same peak frequency response error. In addition, for a fixed level of peak variable frequency response error, approximately 1.61-2.09 dB improvement for the peak variable delay error can be obtained over existing methods.
Keywords :
approximation theory; digital filters; iterative methods; SOCP problem; VFD digital filter; first order linear approximation; fractional delay constraints; iterative algorithm; nonlinear optimization problem; odd-order variable fractional delay digital filter; peak variable frequency response error; second-order cone programming problem; Delays; Frequency response; Iterative methods; Least squares approximations; Linear approximation; Optimization; Fractional delay constraints; second-order cone programming problem; variable fractional delay filter;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2014.2336662