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一种基于分布式穿墙雷达的复杂条件下人体目标检测方法

史城 叶盛波 潘俊 倪志康 郑之杰 方广有

史城, 叶盛波, 潘俊, 倪志康, 郑之杰, 方广有. 一种基于分布式穿墙雷达的复杂条件下人体目标检测方法[J]. 电子与信息学报, 2022, 44(4): 1193-1202. doi: 10.11999/JEIT211203
引用本文: 史城, 叶盛波, 潘俊, 倪志康, 郑之杰, 方广有. 一种基于分布式穿墙雷达的复杂条件下人体目标检测方法[J]. 电子与信息学报, 2022, 44(4): 1193-1202. doi: 10.11999/JEIT211203
SHI Cheng, YE Shengbo, PAN Jun, NI Zhikang, ZHENG Zhijie, FANG Guangyou. A Human Target Detection Method under Complex Conditions by Distributed Through-Wall Radar System[J]. Journal of Electronics & Information Technology, 2022, 44(4): 1193-1202. doi: 10.11999/JEIT211203
Citation: SHI Cheng, YE Shengbo, PAN Jun, NI Zhikang, ZHENG Zhijie, FANG Guangyou. A Human Target Detection Method under Complex Conditions by Distributed Through-Wall Radar System[J]. Journal of Electronics & Information Technology, 2022, 44(4): 1193-1202. doi: 10.11999/JEIT211203

一种基于分布式穿墙雷达的复杂条件下人体目标检测方法

doi: 10.11999/JEIT211203
基金项目: 国家重点研发计划(2018YFC0810202),国家自然科学基金(61827803)
详细信息
    作者简介:

    史城:男,1994年生,博士生,主要研究方向为超宽带雷达系统设计及人体目标检测算法

    叶盛波:男,1983年生,研究员,硕士生导师,主要研究方向为超宽带雷达系统设计及微波信号处理与成像算法

    潘俊:男,1994年生,博士生,主要研究方向为穿墙雷达目标检测与成像方法

    倪志康:男,1995年生,博士生,主要研究方向为探地雷达信号处理和机器学习

    郑之杰:男,1997年生,博士生,主要研究方向为穿墙人体姿态估计和活动识别、深度学习和跨模态学习

    方广有:男,1963年生,研究员,博士生导师,主要研究方向为超宽带电磁场理论及其工程应用、超宽带雷达成像技术、微波成像新方法和新技术等

    通讯作者:

    方广有 gyfang@mail.ie.ac.cn

  • 中图分类号: TN957.52

A Human Target Detection Method under Complex Conditions by Distributed Through-Wall Radar System

Funds: The National Key R&D Program of China (2018YFC0810202), The National Natural Science Foundation of China (61827803)
  • 摘要: 超宽带雷达由于具有距离分辨率高、穿透性强等特点,被广泛应用于废墟下的人体救援。然而,在复杂的环境条件下,依靠单台雷达对被困人员进行检测是一个巨大的挑战。该文基于分布式穿墙雷达系统,提出一种低信噪比条件下的人体目标自动检测方法。首先,两台超宽带脉冲雷达分时交替进行工作,从而避免探测时的互相干扰;然后对两台雷达的回波数据进行慢时间维度互相关处理,增强人体呼吸信号;其次,利用适配于分布式穿墙雷达的恒虚警率检测,实现人体呼吸信号的快速、自动检测;最后,通过三角定位方法实现被困人员的2维定位。一系列的实验结果表明,所提方法可以在低信噪比条件下实现人体的检测,其探测性能优于单台雷达。
  • 图  1  时域呼吸信号模型

    图  2  单台雷达主机结构框图

    图  3  分布式穿墙雷达系统时序图

    图  4  所提出的人体目标检测方法流程图

    图  5  适配于分布式穿墙雷达的CFAR能量窗

    图  6  空气中远距离探测实验结果

    图  7  文献[13]的方法处理结果

    图  8  穿透多层介质探测实验结果

    图  9  穿透废墟探测实验结果

    图  10  穿墙多目标探测实验结果

    表  1  分布式穿墙雷达参数

    参数参数值
    脉冲波形高斯脉冲
    中心频率500 MHz
    脉冲重频32 kHz
    快时间采样率16 GHz
    慢时间采样率8 Hz
    采样点数4096
    下载: 导出CSV

    表  2  不同算法的运行时间对比(s)

    文献[13]的算法算法A所提算法
    运算时间1.01112.193.27
    下载: 导出CSV
  • [1] 杨望笑, 窦银科, 稂时楠, 等. 基于改进剥层法的南极冰盖密度反演算法[J]. 电子与信息学报, 2022, 44(4): 1311–1317.

    YANG Wangxiao, DOU Yinke, LANG Shinan, et al. Antarctic ice sheet density inversion algorithm based on improved layer stripping method[J]. Journal of Electronics & Information Technology, 2022, 44(4): 1311–1317.
    [2] 金添, 宋勇平, 崔国龙, 等. 低频电磁波建筑物内部结构透视技术研究进展[J]. 雷达学报, 2021, 10(3): 342–359. doi: 10.12000/JR20119

    JIN Tian, SONG Yongping, CUI Guolong, et al. Advances on penetrating imaging of building layout technique using low frequency radio waves[J]. Journal of Radars, 2021, 10(3): 342–359. doi: 10.12000/JR20119
    [3] 金添, 宋勇平. 穿墙雷达人体目标探测技术综述[J]. 电波科学学报, 2020, 35(4): 486–495. doi: 10.13443/j.cjors.2020040804

    JIN Tian and SONG Yongping. Review on human target detection using through-wall radar[J]. Chinese Journal of Radio Science, 2020, 35(4): 486–495. doi: 10.13443/j.cjors.2020040804
    [4] ROHMAN B P A, ANDRA M B, and NISHIMOTO M. Through-the-wall human respiration detection using UWB impulse radar on hovering drone[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 6572–6584. doi: 10.1109/JSTARS.2021.3087668
    [5] YAN Kun, WU Shiyou, and FANG Guangyou. Detection of quasi-static trapped human being using mono-static UWB life-detection radar[J]. Applied Sciences, 2021, 11(7): 3129. doi: 10.3390/app11073129
    [6] HARIKESH D, CHAUHAN S S, BASU A, et al. Through the wall human subject localization and respiration rate detection using multichannel Doppler radar[J]. IEEE Sensors Journal, 2021, 21(2): 1510–1518. doi: 10.1109/JSEN.2020.3016755
    [7] BROWNE K E, BURKHOLDER R J, and VOLAKIS J L. Through-wall opportunistic sensing system utilizing a low-cost flat-panel array[J]. IEEE Transactions on Antennas and Propagation, 2011, 59(3): 859–868. doi: 10.1109/TAP.2010.2103015
    [8] LI Zhao, LI Wenzhe, LV Hao, et al. A novel method for respiration-like clutter cancellation in life detection by dual-frequency IR-UWB radar[J]. IEEE Transactions on Microwave Theory and Techniques, 2013, 61(5): 2086–2092. doi: 10.1109/TMTT.2013.2247054
    [9] XU Yanyun, DAI Shun, WU Shiyou, et al. Vital sign detection method based on multiple higher order cumulant for ultrawideband radar[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(4): 1254–1265. doi: 10.1109/TGRS.2011.2164928
    [10] NEZIROVIC A, YAROVOY A G, and LIGTHART L P. Signal processing for improved detection of trapped victims using UWB radar[J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(4): 2005–2014. doi: 10.1109/TGRS.2009.2036840
    [11] KOCUR D, ŠVECOVÁ M, and ROVŇÁKOVÁ J. Through-the-wall localization of a moving target by two independent ultra wideband (UWB) radar systems[J]. Sensors, 2013, 13(9): 11969–11997. doi: 10.3390/s130911969
    [12] NARAYANAN R M, GEBHARDT E T, and BRODERICK S P. Through-wall single and multiple target imaging using MIMO radar[J]. Electronics, 2017, 6(4): 70. doi: 10.3390/electronics6040070
    [13] JIA Yong, GUO Yong, YAN Chao, et al. Detection and localization for multiple stationary human targets based on cross-correlation of dual-station SFCW radars[J]. Remote Sensing, 2019, 11(12): 1428. doi: 10.3390/rs11121428
    [14] NAHAR S, PHAN T, QUAIYUM F, et al. An electromagnetic model of human vital signs detection and its experimental validation[J]. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2018, 8(2): 338–349. doi: 10.1109/JETCAS.2018.2811339
    [15] ZETIK R, CRABBE S, KRAJNAK J, et al. Detection and localization of persons behind obstacles using M-sequence through-the-wall radar[C]. Proceedings of SPIE 6201, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense V, Florida, USA, 2006: 62010I.
    [16] WU Shiyou, YAO Siqi, LIU Wei, et al. Study on a novel UWB linear array human respiration model and detection method[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(1): 125–140. doi: 10.1109/JSTARS.2016.2519760
    [17] XU Yanyun, WU Shiyou, CHEN Chao, et al. A novel method for automatic detection of trapped victims by ultrawideband radar[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(8): 3132–3142. doi: 10.1109/TGRS.2011.2178248
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出版历程
  • 收稿日期:  2021-11-01
  • 修回日期:  2022-03-03
  • 录用日期:  2022-03-10
  • 网络出版日期:  2022-03-11
  • 刊出日期:  2022-04-18

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