Passive Imaging of Moving Targets Using Sparse Distributed Apertures

被引:33
|
作者
Wang, Ling [1 ]
Yazici, Birsen [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Dept Informat & Commun Engn, Nanjing 210016, Peoples R China
[2] Rensselaer Polytech Inst, Dept Elect Comp & Syst Engn, Troy, NY 12180 USA
来源
SIAM JOURNAL ON IMAGING SCIENCES | 2012年 / 5卷 / 03期
基金
美国国家科学基金会;
关键词
passive radar; imaging; moving targets; distributed apertures; generalized likelihood ratio test; LOCATION RADAR SYSTEMS; SENSOR; SIGNAL;
D O I
10.1137/11084368X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We develop a new passive imaging method for moving targets in free space using measurements from a sparse array of receivers that rely on illumination sources of opportunity. Our imaging method consists of a novel passive measurement model for moving targets and an associated image formation method. The passive measurement model for moving targets relates measurements at a given receiver to measurements at other receivers in terms of Doppler and delay based on the physics of wave propagation as well as the statistics of noise. Next, we use this model to address the image formation as a generalized likelihood ratio test for an unknown target position and velocity. The image is formed by using the position- and velocity-resolved test-statistic that is obtained by maximizing the signal-to-noise ratio of the test-statistic. When the discriminant functional is constrained to be linear, the test-statistic can be viewed as the superposition of the filtered, scaled, and delayed correlations of the measurements obtained at different receivers. We analyze the spatial and velocity resolution of the four-dimensional point spread function of our imaging method in terms of the number of receivers and transmitters and the nature of the waveforms of opportunity. We present extensive numerical simulations to demonstrate the performance of our passive moving target imaging method for different numbers of receivers and different types of waveforms of opportunity available in the real world.
引用
收藏
页码:769 / 808
页数:40
相关论文
共 50 条
  • [1] Passive imaging of moving targets exploiting multiple scattering using sparse distributed apertures
    Wang, Ling
    Yazici, Birsen
    [J]. INVERSE PROBLEMS, 2012, 28 (12)
  • [2] Passive Radar Imaging of Moving Targets Using Distributed Apertures
    Wang, Ling
    Yazici, Birsen
    [J]. RADAR SENSOR TECHNOLOGY XV, 2011, 8021
  • [3] Passive Radar Imaging of Moving Targets in Multiple-Scattering Environments Using Sparse Distributed Apertures
    Wang, Ling
    Yazici, Birsen
    [J]. 2012 IEEE RADAR CONFERENCE (RADAR), 2012,
  • [4] Passive Imaging of Moving Targets Using Distributed Apertures in Multiple-Scattering Environments
    Wang, Ling
    Yazici, Birsen
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XVIII, 2011, 8051
  • [5] Passive Imaging of Moving Targets with Sparsely Distributed Receivers
    Wang, Ling
    Yazici, Birsen
    [J]. 2011 IEEE RADAR CONFERENCE (RADAR), 2011, : 73 - 78
  • [6] PASSIVE IMAGING EXPLOITING MULTIPLE SCATTERING USING DISTRIBUTED APERTURES
    Wang, Ling
    Son, Il-Young
    Yazici, Birsen
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 1385 - 1388
  • [7] Sparse Apertures ISAR Imaging and Scaling for Maneuvering Targets
    Xu, Gang
    Xing, Meng-Dao
    Zhang, Lei
    Duan, Jia
    Chen, Qian-Qian
    Bao, Zheng
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (07) : 2942 - 2956
  • [8] Passive imaging using distributed apertures in multiple-scattering environments
    Wang, Ling
    Son, Il-Young
    Yazici, Birsen
    [J]. INVERSE PROBLEMS, 2010, 26 (06)
  • [9] Passive radar imaging using distributed apertures capable of operating in multipath environments
    Wang, Ling
    Bu, Xiao-Nan
    Pang, Shuo
    Wu, Shao-Hua
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2013, 35 (01): : 61 - 67
  • [10] Phase Adjustment and ISAR Imaging of Maneuvering Targets With Sparse Apertures
    Zhang, Lei
    Duan, Jia
    Qiao, Zhi-jun
    Xing, Meng-dao
    Bao, Zheng
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (03) : 1955 - 1973