Compressive Sensing for Through-Wall Imaging with Spread Spectrum Radar

被引:0
作者
Zhang, Xuehui [1 ,2 ]
Xi, Xiaoli [1 ]
Pu, Yurong [1 ]
Zheng, Chen [1 ]
Wu, Daocheng [2 ]
机构
[1] Xian Univ Technol, Xian 710048, Peoples R China
[2] Xi An Jiao Tong Univ, Xian 710049, Peoples R China
来源
2016 IEEE MTT-S INTERNATIONAL WIRELESS SYMPOSIUM (IWS) | 2016年
关键词
Spread spectrum radar; through wall imaging; compressive sensing; back projection method;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
After clutters suppression, the feasibility of applying compressive sensing (CS) in through-wall imaging (TWI) using spread spectrum (SS) radar is analyzed. Then CS is compared with the conventional back projection (BP) method in TWI. Results show that it is feasible and very effective to use CS to image the targets behind the wall with SS radar. Furthermore, compared with BP imaging, although the number of observation points using CS method has decreased by 67% and the data store using CS also has declined by 60%, the location accuracy of targets using CS is much higher than that using BP. This will lower the cost of hardware significantly and shorten the recording time greatly.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] MIMO radar for through-wall target identification in single and two wall scenarios
    Gebhardt, Evan T.
    Narayanan, Ram M.
    Broderick, Sean P.
    RADAR SENSOR TECHNOLOGY XX, 2016, 9829
  • [32] Compressive-Sensing-Based High-Resolution Polarimetric Through-the-Wall Radar Imaging Exploiting Target Characteristics
    Wu, Qisong
    Zhang, Yimin D.
    Ahmad, Fauzia
    Amin, Moeness G.
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2015, 14 : 1043 - 1047
  • [33] Anti-jamming property of Colpitts-based direct chaotic through-wall imaging radar
    Liu, Li
    Ma, Ruixia
    Li, Jingxia
    Zhang, Jianguo
    Wang, Bingjie
    JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2016, 30 (17) : 2268 - 2279
  • [34] Through-wall detection of human being with compressed UWB radar data
    Baoju Zhang
    Wei Wang
    EURASIP Journal on Wireless Communications and Networking, 2013
  • [35] Compressive Sensing of Frequency-Hopping Spread Spectrum Signals
    Liu, Feng
    Kim, Yookyung
    Goodman, Nathan A.
    Ashok, Amit
    Bilgin, Ali
    COMPRESSIVE SENSING, 2012, 8365
  • [36] Description of the Complete Processing Pipeline of a Multistatic Through-Wall Pulse Radar
    Daho, Omar Benahmed
    Khamlichi, Jamal
    Menard, Michel
    Gaugue, Alain
    2012 9TH EUROPEAN RADAR CONFERENCE (EURAD), 2012, : 222 - 225
  • [37] Through-wall detection of human being with compressed UWB radar data
    Zhang, Baoju
    Wang, Wei
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2013,
  • [38] Compressive Sensing Radar Imaging With Convolutional Neural Networks
    Cheng, Qiao
    Ihalage, Achintha Avin
    Liu, Yujie
    Hao, Yang
    IEEE ACCESS, 2020, 8 : 212917 - 212926
  • [39] Sparse passive radar imaging based on compressive sensing
    Xu H.
    Yin Z.-P.
    Liu C.-C.
    Wang D.-J.
    Chen W.-D.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2011, 33 (12): : 2623 - 2630
  • [40] Aspect dependent-based ghost suppression for extended targets in through-the-wall radar imaging under compressive sensing framework
    Rambika, Mugundu
    Abdalla, Abdi T.
    Maiseli, Baraka
    Amour, Idrissa
    Mwambela, Alfred
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2022, 2022 (01)