物探与化探2024,Vol.48Issue(2) :508-513.DOI:10.11720/wtyht.2024.1170

基于EMD和KL变换的时空联合探地雷达杂波抑制

Spatio-temporal combined ground-penetrating radar clutter suppression based on empirical mode decomposition and Karhunen-Loeve transform

邵泉杰 孙灵芝
物探与化探2024,Vol.48Issue(2) :508-513.DOI:10.11720/wtyht.2024.1170

基于EMD和KL变换的时空联合探地雷达杂波抑制

Spatio-temporal combined ground-penetrating radar clutter suppression based on empirical mode decomposition and Karhunen-Loeve transform

邵泉杰 1孙灵芝1
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作者信息

  • 1. 青岛民航凯亚系统集成有限公司,山东 青岛 266000
  • 折叠

摘要

探地雷达接收信号中由于环境等原因存在多种杂波干扰,这给地下异常解释与后期成像处理造成很大障碍.杂波主要包括噪声、天线耦合波、地表直达波等,单一的处理方式很难将其有效去除.针对此问题,提出从时间和空间两方面对杂波进行抑制的方法.时间维针对回波剖面中每个测点的数据进行经验模态分解阈值处理,达到对噪声的有效去除.空间维针对整个雷达回波剖面,利用各测点目标回波具有相关性而杂波等随机产生的特点,进行KL变换去除残余干扰.理论仿真及实测数据处理结果均验证了该方法对去杂波以及突出弱信号是有效的.

Abstract

Due to factors such as environment,the signals received by ground-penetrating radar(GPR)contain various clutter interfer-ence,posing high challenges in subsurface anomaly interpretation and late-stage imaging.Clutter,primarily including noise,antenna-cou-pled waves,and surface direct waves,cannot be eliminated effectively using single data processing methods.Hence,this study proposed a spatiotemporal combined clutter suppression method.In the temporal dimension,threshold processing based on empirical mode de-composition(EMD)was applied to the data of all survey points in the echo profile,achieving effective noise removal.In the spatial di-mension,the Karhunen-Loeve(KL)transform was employed to remove residual interference in the entire radar echo profile by utilizing the correlation of target echoes and the randomness of clutter at all survey points.Both theoretical simulation and measured data process-ing verify that the method proposed in this study is effective in eliminating clutter and highlighting weak signals.

关键词

探地雷达/杂波抑制/经验模态分解/阈值处理/KL变换

Key words

ground penetrating radar/clutter suppression/empirical mode decomposition/threshold processing/KL transform

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基金项目

国家自然科学基金(61371186)

出版年

2024
物探与化探
中国国土资源航空物探遥感中心

物探与化探

CSTPCD
影响因子:0.828
ISSN:1000-8918
参考文献量14
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