DocumentCode :
142642
Title :
Statistical analysis of Monopulse-SAR for CFAR detection of ground moving targets
Author :
Di Wu ; Yingying Kong ; Daiyin Zhu ; Mingwei Shen
Author_Institution :
Key Lab. of Radar Imaging & Microwave Photonics, Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
604
Lastpage :
607
Abstract :
An efficient approach to achieve ground moving target indication (GMTI) for synthetic aperture radar (SAR) is to use the Monopulse-SAR system. This paper examines the statistics of monopulse ratio (MR) for SAR/GMTI model when complex Gaussian clutter-plus-noise is considered. The probability density function (pdf) of MR is analyzed in detail. Especially, the conditional likelihood function of MR under the null hypothesis is given in a closed-form defined by special functions. An automatic constant false-alarm rate (CFAR) detector for moving targets is provided and extended to a multi-MRD form to further improve the final detection performance. Experimental results are presented to examine the detection performance and validate the theoretical analysis.
Keywords :
geophysical techniques; remote sensing by radar; synthetic aperture radar; CFAR detection; Monopulse-SAR statistical analysis; Monopulse-SAR system; SAR-GMTI model; automatic constant false-alarm rate; complex Gaussian clutter-plus-noise; ground moving targets; monopulse ratio statistics; probability density function; synthetic aperture radar; Azimuth; Detectors; Image resolution; Noise; Object detection; Statistical analysis; Synthetic aperture radar; CFAR; GMTI; Monopulse; SAR;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6946495
Filename :
6946495
Link To Document :
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