M. Muneyasu et T. Hinamoto, ANALYTICAL DESIGN OF MULTIDIMENSIONAL RECURSIVE DIGITAL-FILTERS WITH CUBIC SYMMETRY AND CONSTANT GROUP DELAYS, Journal of the Franklin Institute, 330(6), 1993, pp. 1087-1100
An analytical technique is developed for designing multidimensional (M
-D) separable-denominator recursive digital filters that meet, simulta
neously, magnitude and phase specifications. A cubic symmetry that exi
sts in the M-D frequency response is incorporated into the M-D filter
structure. The denominator and the numerator of an M-D transfer functi
on are designed separately. The former is used to approximate constant
group delays and the latter is used to adjust an overall magnitude re
sponse. The filter is analytically designed by solving linear equation
s only. This serves to reduce the amount of calculations drastically.
The stability of the resulting filter is always guaranteed. Finally, t
wo examples are given to illustrate the utility of the proposed techni
que.