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GLRT DETECTION FOR RANGE AND DOPPLER DISTRIBUTED TARGETS IN NON-GAUSSIAN CLUTTER

机译:非高斯杂波中距离和多普勒分布目标的GLRT检测

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A Generalized likelihood ratio test (GLRT) is derived for adaptive detection of range and Doppler distributed targets. The clutter is modelled as a Spherically Invariant Random Process (SIRP) and its texture component is range dependent (heterogeneous clutter). We suppose here that the speckle component covariance matrix is known or estimated thanks to a secondary data set. Thus, unknown parameters to be estimated are local texture values, the complex amplitudes and frequencies of all scattering centers. The proposed detector assumes a priori knowledge on the spatial distribution of the target and has the precious property of Constant False Alarm Rate (CFAR) with the assumption of a known speckle covariance matrix or by the use of frequency agility.
机译:推导了广义似然比检验(GLRT),用于距离和多普勒分布目标的自适应检测。将杂波建模为球不变随机过程(SIRP),其纹理分量取决于范围(异类杂波)。我们在这里假设,由于有辅助数据集,散斑分量协方差矩阵是已知的或估计的。因此,待估计的未知参数是局部纹理值,所有散射中心的复振幅和频率。所提出的检测器假定了目标的空间分布的先验知识,并且在已知散斑协方差矩阵或通过使用频率捷变的假设下,具有恒定误报率(CFAR)的宝贵特性。

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