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Simulation and Signal Processing of Through Wall UWB radar for Human Being's Periodic Motions Detection

机译:穿墙超宽带雷达对人体周期性运动检测的仿真与信号处理

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摘要

The human's Micro-Doppler signatures resulting from breathing, arm, foot and other periodic motion can provide valuable information about the structure of the moving parts and may be used for identification and classification purposes. In this paper, we carry out simulate with FDTD method and through wall experiment with UWB radar for human being's periodic motion detection. In addition, Advancements signal processing methods are presented to classify and to extract the human's periodic motion characteristic information, such as Micro-Doppler shift and motion frequency. Firstly, we apply the Principal Component Analysis (PCA) with singular value decomposition (SVD) to de-noise and extract the human motion signal. Then, we present the results base on the Hilbert-Huang transform (HHT) and the S transform to classify and to identify the human's micro-Doppler shift characteristics. The results demonstrate that the combination of UWB radar and various processing methods has potential to detect human's Doppler signatures effectively.
机译:由呼吸,手臂,脚和其他周期性运动产生的人类微多普勒签名可以提供有关活动部件结构的有价值的信息,并可用于识别和分类目的。本文采用FDTD方法进行仿真,并通过UWB雷达的壁挂实验对人体进行周期性运动检测。此外,提出了先进的信号处理方法,以分类和提取人类的周期性运动特征信息,例如微多普勒频移和运动频率。首先,我们应用带有奇异值分解(SVD)的主成分分析(PCA)去噪并提取人体运动信号。然后,我们基于希尔伯特-黄(Hilbert-Huang)变换(SHT)和S变换提出结果,以分类和识别人的微多普勒频移特征。结果表明,UWB雷达和各种处理方法的组合具有潜在地有效检测人的多普勒信号的潜力。

著录项

  • 来源
    《Active and passive signatures IV》|2013年|873402.1-873402.9|共9页
  • 会议地点 Baltimore MD(US)
  • 作者单位

    Applied Mathematics Research Center, Delaware State University, Dover, DE, USA College of Geo-exploration Science and Technology, Jilin University, Changchun, China;

    Applied Mathematics Research Center, Delaware State University, Dover, DE, USA;

    Applied Mathematics Research Center, Delaware State University, Dover, DE, USA;

    b College of Geo-exploration Science and Technology, Jilin University, Changchun, China;

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

    UWB Radar; Human periodic motion; FDTD Simulation; Signal Processing;

    机译:超宽带雷达;人类的周期性运动; FDTD仿真;信号处理;
  • 入库时间 2022-08-26 14:30:30

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