3D Imaging of Rapidly Spinning Space Targets Based on a Factorization Method

被引:4
作者
Bi, Yanxian [1 ]
Wei, Shaoming [1 ]
Wang, Jun [1 ]
Mao, Shiyi [1 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
3D imaging; spinning target; factorization; scaling; RADAR; MOTION; SHAPE;
D O I
10.3390/s17020366
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Three-dimensional (3D) imaging of space targets can provide crucial information about the target shape and size, which are significant supports for the application of automatic target classification and recognition. In this paper, a new 3D imaging of space spinning targets via a factorization method is proposed. Firstly, after the translational compensation, the scattering centers two-dimensional (2D) range and range-rate sequence induced by the target spinning is extracted using a high resolution spectral estimation technique. Secondly, measurement data association is implemented to obtain the scattering center trajectory matrix by using a range-Doppler tracker. Then, we use an initial coarse angular velocity to generate the projection matrix, which consists of the scattering centers range and cross-range, and a factorization method is applied iteratively to the projection matrix to estimate the accurate angular velocity. Finally, we use the accurate estimate spinning angular velocity to rescale the projection matrix and the well-scaled target 3D geometry is reconstructed. Compared to the previous literature methods, ambiguity in the spatial axes can be removed by this method. Simulation results have demonstrated the effectiveness and robustness of the proposed method.
引用
收藏
页数:18
相关论文
共 27 条
[1]  
Bai X., 2014, IEEE T ANTENN PROPAG, V3, P1680
[2]   High-Resolution Three-Dimensional Imaging of Space Targets in Micromotion [J].
Bai, Xueru ;
Zhou, Feng ;
Bao, Zheng .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 8 (07) :3428-3440
[3]   High-Resolution Radar Imaging of Space Targets Based on HRRP Series [J].
Bai, Xueru ;
Zhou, Feng ;
Bao, Zheng .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (05) :2369-2381
[4]  
Blackman Samuel, 1999, Design and Analysis of Modern Tracking Systems
[5]   Three-dimensional interferometric inverse synthetic aperture radar imaging with limited pulses by exploiting joint sparsity [J].
Chen, Qianqian ;
Xu, Gang ;
Zhang, Lei ;
Xing, Mengdao ;
Bao, Zheng .
IET RADAR SONAR AND NAVIGATION, 2015, 9 (06) :692-701
[6]   Micro-doppler effect in radar: Phenomenon, model, and simulation study [J].
Chen, VC ;
Li, FY ;
Ho, SS ;
Wechsler, H .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2006, 42 (01) :2-21
[7]  
Diebel J., REPRESENTING ATTITUD
[8]   Shape and Motion Reconstruction from 3D-to-1D Orthographically Projected Data via Object-Image Relations [J].
Ferrara, Matthew ;
Arnold, Gregory ;
Stuff, Mark .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2009, 31 (10) :1906-1912
[9]  
Li G., 2013, P SOC PHOTO-OPT INS, V8919, P891
[10]   Joint Cross-Range Scaling and 3D Geometry Reconstruction of ISAR Targets Based on Factorization Method [J].
Liu, Lei ;
Zhou, Feng ;
Bai, Xue-Ru ;
Tao, Ming-Liang ;
Zhang, Zi-Jing .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (04) :1740-1750