DocumentCode
1951119
Title
End-to-end modeling and simulation of GMTI target detection from space
Author
Luley, Ryan ; Maher, John ; Hancock, Robert ; Davis, Mark E.
Author_Institution
AFRL/SNRD, Rome, NY, USA
fYear
2006
fDate
24-27 April 2006
Abstract
The design of space based radars for detection of ground moving targets must consider several factors to be operationally effective. The high speed of the satellite coupled with unknown motion patterns of the ground moving vehicles requires efficient detection and geolocation algorithms, as well as dynamic tasking of the satellite. An end-to-end simulation of the process has been constructed and a realistic scenario has been analyzed in terms of the detection statistics and effects of satellite and spacecraft motion and deformation errors. Three analytic META models have been constructed to evaluate antenna and signal processing architectures, while maintaining an effective simulation throughput. The effects of these META models on signal to noise ratio, probability of detection and minimum detectable velocity are examined. Examination of key measures of performance provides insight into sensor design and tasking requirements.
Keywords
ground penetrating radar; probability; radar antennas; radar detection; radar signal processing; space vehicles; spaceborne radar; GMTI target detection; META model; antenna evaluation; deformation errors; end-to-end modeling; geolocation algorithm; ground moving target indication; ground moving vehicles; probability; satellite; sensor design; signal processing architecture; space based radar; spacecraft motion; Analytical models; Error analysis; Land vehicles; Motion detection; Object detection; Radar detection; Road vehicles; Satellites; Spaceborne radar; Vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar, 2006 IEEE Conference on
Print_ISBN
0-7803-9496-8
Type
conf
DOI
10.1109/RADAR.2006.1631860
Filename
1631860
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