CFAR detection of moving target for Monopulse-SAR based on statistical analysis of complex monopulse ratio

Di Wu, Daiyin Zhu, X. Mao, Yong Li, M. Shen
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引用次数: 1

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 complex monopulse ratio (CMR) for SAR/GMTI model when complex Gaussian clutter-plus-noise is considered. The two dimensional probability density function (pdf) of CMR is analyzed in detail. An automatic constant false-alarm rate (CFAR) detector with the probability of false alarm given in a closed-form for moving targets is provided and extended to a multi-CMRD form to further improve the final detection performance. Experimental results are presented to examine the detection performance and validate the theoretical analysis.
基于复单脉冲比统计分析的单脉冲sar运动目标CFAR检测
利用单脉冲SAR系统是合成孔径雷达实现地面运动目标指示的有效途径。本文研究了考虑高斯杂波加噪声的SAR/GMTI模型的复单脉冲比统计量。详细分析了CMR的二维概率密度函数(pdf)。针对运动目标,提出了一种以封闭形式给出虚警概率的自动恒虚警率检测器(CFAR),并将其扩展为多cmrd形式,进一步提高了最终检测性能。实验结果验证了该方法的检测性能和理论分析的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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