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基于KPCA的探地雷达自适应杂波抑制算法研究

王萧

现代电子技术Issue(11):31-33,36,4.
现代电子技术Issue(11):31-33,36,4.

基于KPCA的探地雷达自适应杂波抑制算法研究

Research on KPCA-based adaptive clutter rejection algorithm for GPR

王萧1

作者信息

  • 1. 中国海洋大学 信息科学与工程学院 电子工程系,山东 青岛 266100
  • 折叠

摘要

Abstract

The ground penetrating radar(GPR)is an effective one to detect the shallow land mines. How to filter the clut-ter in target echo signal and reserve the useful information as much as possible is the key to achieve target detection. In order to enhance the target signal and improve SNR(signal to noise ratio),an adaptive clutter rejection method based on kernel princi-pal component analysis(KPCA)algorithm is presented in this paper. The experimental results based on VUB measured data in-dicate that the proposed method has a better clutter rejection effect.

关键词

探地雷达/主成分分析/KPCA/自适应滤波

Key words

ground penetrating radar/PCA/Kernel PCA/adaptive filtering

分类

信息技术与安全科学

引用本文复制引用

王萧..基于KPCA的探地雷达自适应杂波抑制算法研究[J].现代电子技术,2014,(11):31-33,36,4.

基金项目

863项目水下集速光、激光差频扫描三维视觉技术研究 ()

现代电子技术

OA北大核心CSTPCD

1004-373X

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