DocumentCode
1090430
Title
Detection and Localization of Multiple Unresolved Extended Targets via Monopulse Radar Signal Processing
Author
Zhang, Xin ; Willett, Peter ; Bar-Shalom, Yaakov
Author_Institution
United Technol. Res. Center, Hartford, CT
Volume
45
Issue
2
fYear
2009
fDate
4/1/2009 12:00:00 AM
Firstpage
455
Lastpage
472
Abstract
When the size of targets is comparable to the range resolution of monopulse radars, these targets should be considered as extended rather than point targets. If several closely-spaced targets fall within the same radar beam and between adjacent matched filter samples in range, the full monopulse information from all of these samples can and should be used to resolve these targets, i.e., estimate the number of targets and their respective angles-of-arrival and ranges. To detect and localize multiple unresolved extended targets, we establish a model for monopulse radar returns from extended objects, and present a maximum likelihood estimator (MLE) to localize the targets. Rissanen´s minimum description length (MDL) criterion will be used to decide the number of existing extended objects. We also derive the upper limit on the number of targets and their scattering centers that can be resolved, and we provide necessary conditions for these targets to be uniquely identified. We compare the new extended target monopulse processing scheme with previously developed point-target monopulse techniques in the simulations.
Keywords
matched filters; maximum likelihood estimation; radar signal processing; signal detection; adjacent matched filter samples; maximum likelihood estimator; minimum description length criterion; monopulse radar signal processing; multiple unresolved extended targets; Direction of arrival estimation; Matched filters; Maximum likelihood detection; Maximum likelihood estimation; Object detection; Radar antennas; Radar cross section; Radar detection; Radar signal processing; Signal resolution;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9251
Type
jour
DOI
10.1109/TAES.2009.5089534
Filename
5089534
Link To Document