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Characteristics of Detection of Spatial Signals for Generalized Likelihood Ratio Statistics in the Case of Short Samples

机译:短样本情况下广义似然比统计的空间信号检测特征

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摘要

In this paper, we study characteristics of detection of spatial signals from an antenna array in the case of short samples. All the studied decision statistics are obtained on the basis of the generalized likelihood ratio for arbitrary-size samples. As an example, we develop the working characteristics for detecting a useful signal representing one or two coherent plane waves against the background of spatially uniform and nonuniform noise. The efficiency of the used statistics is compared with the χ2 criterion for detecting noise-like signals.
机译:在本文中,我们研究了在短样本情况下从天线阵列检测空间信号的特性。所有研究的决策统计数据都是基于任意大小样本的广义似然比得出的。例如,我们开发了工作特性,用于在空间均匀和非均匀噪声的背景下检测表示一个或两个相干平面波的有用信号。将使用的统计数据的效率与χ2标准进行比较,以检测类似噪声的信号。

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