DocumentCode :
1224650
Title :
Correlation between horizontal and vertical monopulse measurements
Author :
Willett, Peter K. ; Blair, William Dale ; Bar-Shalom, Yaakov
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Volume :
39
Issue :
2
fYear :
2003
fDate :
4/1/2003 12:00:00 AM
Firstpage :
533
Lastpage :
549
Abstract :
Many radar systems use the monopulse ratio to extract angle of arrival (AOA) measurements in both azimuth and elevation angles. The accuracies of each such measurement are reasonably well known: each measurement is, conditioned on the sum-signal return, Gaussian-distributed with calculable bias (relative to the true AOA), and variance. However, we note that the two monopulse ratios are functions of basic radar measurements that are not entirely independent, specifically in that the sum signal is common to both. The effect of this is that the monopulse ratios are dependent, and a simple explicit expression is given for their correlation; this is of considerable interest when the measurements are supplied to a tracking algorithm that requires a measurement covariance matrix. The system performance improvement when this is taken into account is quantified: while it makes little difference for a tracking radar with small pointing errors, there are more substantial gains when a target is allowed to stray within the beam, as with a rotating (track-while-scan) radar or when a single radar dwell interrogates two or more targets at different ranges. But in any case, the correct covariance expression is so simple that there is little reason not to use it. We additionally derive the Cramer-Rao lower bound (CRLB) on joint azimuth/elevation angle estimation and discover that it differs only slightly from the covariance matrix corresponding to the individual monopulse ratios. Hence, using the individual monopulse ratios and their simple joint accuracy expression is an adequate and quick approximation of the optimal maximum likelihood procedure for single resolved targets.
Keywords :
covariance matrices; direction-of-arrival estimation; maximum likelihood detection; radar theory; radar tracking; Cramer-Rao lower bound; angle of arrival; azimuth angles; bias; elevation angles; horizontal monopulse measurements; joint accuracy expression; joint azimuth/elevation angle estimation; measurement covariance matrix; monopulse ratios; optimal maximum likelihood procedure; radar dwell; radar systems; rotating radar; single resolved targets; sum-signal return; tracking algorithm; tracking radar; vertical monopulse measurements; Azimuth; Covariance matrix; Gaussian processes; Maximum likelihood detection; Maximum likelihood estimation; Performance gain; Radar measurements; Radar tracking; System performance; Target tracking;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2003.1207265
Filename :
1207265
Link To Document :
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