DocumentCode :
1948350
Title :
Sequential processing of SAR phase history data for rapid detection
Author :
Subotic, Nikola S. ; Thelen, Brian J.
Author_Institution :
Environ. Res. Inst. of Michigan, Ann Arbor, MI, USA
Volume :
1
fYear :
1995
fDate :
23-26 Oct 1995
Firstpage :
144
Abstract :
We apply a Wald sequential hypothesis test to synthetic aperture radar (SAR) phase history data. A 2D autoregressive (AR) signal model is applied to the SAR phase history data to exploit the signatures produced by cultural objects. We model the sequential probability ratio decision statistic as a Brownian motion process with drift. The test can then be simply approximated as a test for the drift in the Brownian motion process. We show that the required aperture extent (number of pulses) to determine the presence of a target within the scene is significantly smaller than the full aperture
Keywords :
Brownian motion; autoregressive processes; probability; radar detection; radar imaging; radar target recognition; synthetic aperture radar; 2D autoregressive signal model; Brownian motion process; SAR phase history data; Wald sequential hypothesis test; cultural objects; drift; rapid detection; sequential probability ratio decision statistic; sequential processing; synthetic aperture radar; Cultural differences; History; Layout; Phase detection; Probability; Radar detection; Sequential analysis; Statistics; Synthetic aperture radar; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
Type :
conf
DOI :
10.1109/ICIP.1995.529060
Filename :
529060
Link To Document :
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