A Study of Suppressing Strong Clutter in Radar Signal Based ICA

Sijia Chen, Jianguo Wang
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引用次数: 1

Abstract

It is great difficult to handle the clutter in Radar signal processing. To reduce the influence of clutter, the paper firstly attempts to use FastICA algorithm by separating the target signal and clutter to suppress the strong clutter. The pretreatment of increasing the dimension and dividing the frequency is used before Fast ICA algorithm because of the special radar complex signals. In the same matched filter conditions, Fast ICA algorithm is proved effectively through the increased peak side lobe ratio (PSLR) and signal clutter ratio (SCR).
基于ICA的雷达信号强杂波抑制研究
在雷达信号处理中,杂波的处理是一个很大的难题。为了降低杂波的影响,本文首先尝试使用FastICA算法,将目标信号与杂波分离,抑制强杂波。针对雷达复杂信号的特殊性,在快速独立分量分析算法之前,采用了增维和除频的预处理。在相同匹配滤波条件下,通过提高峰值旁瓣比(PSLR)和信号杂波比(SCR),证明了快速ICA算法的有效性。
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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