Bj. Falkowski, PROPERTIES AND WAYS OF CALCULATION OF MULTIPOLARITY GENERALIZED WALSHTRANSFORMS, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 41(6), 1994, pp. 380-391
A new formulation of the Multi-Polarity Generalized Walsh Transform ha
s been introduced. The formulation allows a uniform representation of
Boolean functions by a set of orthogonal and generalized Walsh spectra
l coefficients. Forward and inverse transformation kernels and the met
hod of recursive generation of transform matrices by using Kronecker p
roducts of elementary matrices have been given. Mutual relations among
transform matrices and spectra for arbitrary polarities have been inv
estigated. Fast Forward and Inverse Generalized Walsh Transforms have
been developed. An algorithm to calculate the Generalized Walsh transf
orm from a cube array specification of incompletely specified Boolean
functions has been shown. The transforms algorithm makes use of the pr
operties of an array of disjoint cubes and allows the determination of
the spectral coefficients in an independent way. The computer impleme
ntation drastically reduces the required time of computation by allowi
ng calculation of only chosen coefficients in specified polarity. The
entire spectrum-if required-can be computed incrementally for groups o
f coefficients.