Mg. Ruano et Pj. Fish, COST-BENEFIT CRITERION FOR SELECTION OF PULSED DOPPLER ULTRASOUND SPECTRAL MEAN FREQUENCY AND BANDWIDTH ESTIMATORS, IEEE transactions on biomedical engineering, 40(12), 1993, pp. 1338-1341
A flexible selection criterion for spectral estimators based on the we
ighted statistical accuracy (benefit) of estimation of decisive spectr
al parameters under the constraint of low computational complexity (co
st) is proposed. This new cost/benefit criterion also selects the mode
l order for parametric spectral estimators - selecting model orders si
gnificantly lower than those determined by accepted criteria. The impo
rtance of different Doppler signal parameters (e.g., mean frequency an
d spectral bandwidth) and their accuracy of estimation is incorporated
by the use of weighting factors. The use of this method with simulate
d Doppler signals led to the selection of the modified covariance Alt
estimator.