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Multiband coherent radar detection against compound-Gaussian clutter

机译:复合高斯杂波的多频带相干雷达检测

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摘要

A Multiband GLRT-LQ (Generalized Likelihood Ratio Test-Linear Quadratic), MBGLRT-LQ, detector is derived for the coherent radar target detection against a compound-Gaussian clutter background. This scheme is an extension to the multiband case of the Asymptotically Optimum Detector (AOD), also derived under the name of GLRT-LQ in. The proposed multiband version of the algorithm shows two main advantages with respect to the original single-band algorithm. 1) For the adaptive implementation, it requires a much smaller area of homogeneous clutter echoes to estimate the covariance matrix of the interference; 2) it provides an optimum processing of the radar echoes when the radar operates in frequency agility, as electronic counter-countermeasure (ECCM) strategy. A closed form performance analysis is provided for the MBGLRT-LQ detector, which is used to compare it with the single-band version. An application to live recorded data is also presented to validate the obtained results.
机译:导出了多频带GLRT-LQ(广义似然比测试线性二次方)检测器MBGLRT-LQ,用于在复合高斯杂波背景下进行相干雷达目标检测。该方案是对渐进最优检测器(AOD)的多频带情况的扩展,它也以GLRT-LQ in的名称派生。提出的算法的多频带版本相对于原始单频带算法显示出两个主要优点。 1)对于自适应实现,需要较小面积的均匀杂波回波来估计干扰的协方差矩阵; 2)作为电子对策(ECCM)策略,当雷达在频率捷变下运行时,它可以对雷达回波进行最佳处理。为MBGLRT-LQ检测器提供了封闭形式的性能分析,该分析器用于将其与单波段版本进行比较。还提供了一种实时记录数据的应用程序,以验证所获得的结果。

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