Impulse detection and rejection methods for radio systems

H. Saarnisaari, P. Henttu
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引用次数: 49

Abstract

Impulses that exist in the nature or are artificial may severely decrease the performance of any radio system including communication and interception receivers and radars. This paper investigates impulse detection in receivers that can have either a single antenna or an antenna array. The proposed detector uses either a backward or forward outlier search strategy and assumes zero mean signals and spatially and temporally white background noise. Signal need not to be weak, i.e., signal-to-noise ratio may be large and the methods still works. The backward method uses all the data in an initial step whereas the forward method uses smaller, (hopefully) clean set in an initial step. The forward method is expected to perform better. Simulations confirm this expectation. Indeed, the used forward method can detect outliers even if their contamination exceeds 90% of all the samples.
无线电系统脉冲检测和抑制方法
存在于自然界或人为的脉冲可能严重降低包括通信和拦截接收器和雷达在内的任何无线电系统的性能。本文研究了单天线或天线阵列接收机中的脉冲检测问题。该检测器采用后向或前向离群值搜索策略,并假设信号均值为零,背景噪声为白。信号不需要很弱,即信噪比可能很大,该方法仍然有效。反向方法在初始步骤中使用所有数据,而正向方法在初始步骤中使用较小的(希望)干净集。预计正演方法的性能会更好。模拟证实了这一预期。事实上,即使其污染超过所有样品的90%,所使用的正演方法也可以检测出异常值。
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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