Title :
Phase equalization of one and two-dimensional recursive filers
Author :
Tehrani, Fleur T. ; Ford, Robert E.
Author_Institution :
Dept. of Electr. Eng., California State Univ., Fullerton, CA, USA
fDate :
11/1/1993 12:00:00 AM
Abstract :
An effective optimization algorithm is proposed to design multidimensional recursive phase equalizers. The optimization algorithm uses the modified version of the Rosenbrock (1960) pattern search method to minimize the maximum group delay ripple. This numerical method eliminates the increased complexity that derivative methods show when multiple variables are to be found. The criteria used to guarantee the stability of the equalizer are based on the DeCarlo-Strintzis theorem. By applying this theorem, the stability test procedure in m dimensions is reduced to m one-dimensional stability test routines. Using this stabilization technique and the Rosenbrock pattern search method for optimization, the intensity of computations is considerably reduced in higher dimensions
Keywords :
all-pass filters; computational complexity; convergence of numerical methods; equalisers; multidimensional digital filters; optimisation; DeCarlo-Strintzis theorem; complexity; maximum group delay ripple; modified Rosenbrock pattern search method; multidimensional recursive phase equalizers; numerical method; optimization algorithm; stability; Algorithm design and analysis; Delay; Design methodology; Equalizers; IIR filters; Multidimensional systems; Optimization methods; Search methods; Stability; Testing;
Journal_Title :
Signal Processing, IEEE Transactions on