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Multifractal correlation characteristic for radar detecting low-observable target in sea clutter

机译:雷达探测海杂波中低观测目标的多重分形相关特性

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摘要

This paper studies the multifractal correlation characteristic of sea clutter which can be applied to radar low-observable target detection in sea clutter. Multifractal correlation is a generalization of multifractal 'single point' statistic, and takes the spatial correlation of two points with different singularity intensity into account. The important content of this paper is the derivation of multifractal correlation from multifractal, and obtains the multifractal correlation spectrum. Then the multifractal correlation spectrum is used as a characteristic to analyze the membership degree to match board. In fact, radar target detection can be regarded as a binary-classification question, therefore the SVM (support vector machine) is applied to target detection. In the end, the real sea clutter under several conditions is used to verify the method proposed in this paper. The results show that the method has a strong performance of target detection and sea clutter suppression.
机译:本文研究了海杂波的多重分形相关特性,可将其应用于雷达在海杂波中的低观测目标检测。多重分形相关是对多重分形“单点”统计量的概括,并考虑了具有不同奇点强度的两个点的空间相关性。本文的重要内容是从多重分形推导多重分形相关,并获得多重分形相关谱。然后,利用多重分形相关谱作为特征来分析隶属度匹配板。实际上,雷达目标检测可以看作是二进制分类问题,因此将SVM(支持向量机)应用于目标检测。最后,利用几种情况下的真实海浪杂波来验证本文提出的方法。结果表明,该方法具有较强的目标检测和海杂波抑制性能。

著录项

  • 来源
    《Signal processing》 |2010年第2期|523-535|共13页
  • 作者单位

    Department of Electronic and Information Engineering, Navy Aeronautical and Astronomical University, Erma Road 188, Yantai, Shandong 264001, PR China;

    Department of Electronic and Information Engineering, Navy Aeronautical and Astronomical University, Erma Road 188, Yantai, Shandong 264001, PR China;

    Department of Electronic and Information Engineering, Navy Aeronautical and Astronomical University, Erma Road 188, Yantai, Shandong 264001, PR China New Equipment Training Center, Navy Aeronautical and Astronautical University, Erma Road 188, Yantai, Shandong 264001, PR China;

    Department of Electronic and Information Engineering, Navy Aeronautical and Astronomical University, Erma Road 188, Yantai, Shandong 264001, PR China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    sea clutter; multifractal correlation; membership degree; SVM; low SCR; radar target detection;

    机译:海杂波多重分形相关会员资格;支持向量机;SCR低雷达目标检测;

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