Eb. Moody, AN EFFICIENT FREQUENCY-DOMAIN ALGORITHM FOR DISCRETE ORTHOGONAL BASISRESTORATION, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 45(4), 1998, pp. 522-525
Discrete orthogonal basis restoration (DOBR) is a robust method for th
e inverse solution of linear systems of the type [A][o] = [i], where [
A] may be either shift variant or invariant. Presented in this communi
cation is the derivation of a frequency-domain DOER algorithm that sig
nificantly improves computational efficiency. Substantial reductions i
n the number of arithmetic operations are possible when system station
arity allows the use of precalculated DOER characteristic vector sets,
and sampling of the signal is rapid relative to the highest frequency
of interest. More modest improvements in computational efficiency (10
%-40%) are obtained when the entire DOER algorithm must be executed. I
n addition to reducing the number of floating-point operations and sto
rage requirements, the frequency-domain DOER algorithm lessens the del
eterious effects of perturbations in [A] on the inverse solution.