Cs. Ruf, DIGITAL CORRELATORS FOR SYNTHETIC-APERTURE INTERFEROMETRIC RADIOMETRY, IEEE transactions on geoscience and remote sensing, 33(5), 1995, pp. 1222-1229
A numerical simulator is developed to assess various design implicatio
ns of a digital correlator used by a synthetic aperture interferometri
c radiometer (SAIR). The simulator permits control of the type of digi
tization, the digitization thresholds with respect to noise power, and
the degree of correlation between the two antenna signals which are b
eing cross correlated. Digitization schemes are considered which use 2
, 3, 4, and 8 levels. Estimates are made of the increase in inherent r
adiometer noise (Delta T) due to the digitization. The increase in Del
ta T is found to depend strongly on the degree of correlation, with hi
gher correlations suffering less increase. In most cases, 3 level digi
tization is recommended based on this sensitivity consideration. Two l
evels perform significantly noisier and four levels only slightly clea
ner. Several case studies are also considered regarding the need to co
ntrol the signal level relative to the digitizer thresholds. Automatic
gain control circuitry prior to digitization is found not to be neces
sary, provided the thresholds are preset within a fairly broad region
of minimum sensitivity to variations in signal power, and provided the
system noise temperature of the radiometer is monitored with reasonab
le accuracy. It is also found that, under conditions of very high corr
elation between the two signals, digital correlators hare better SNR p
erformance than analog. Reasons for this behavior are discussed.