A Robust sub-integer range alignment algorithm against MTRC for ISAR 61471373imaging

被引:0
|
作者
Hu P. [1 ]
Xu S. [1 ]
Chen Z. [1 ]
机构
[1] The Science and Technology on Automatic Target Recognition Laboratory, National University of Defense Technology
来源
基金
中国国家自然科学基金;
关键词
601.1 Mechanical Devices - 716.2 Radar Systems and Equipment - 921 Mathematics - 921.1 Algebra;
D O I
10.2528/PIERB17050904
中图分类号
学科分类号
摘要
Range alignment plays an important role in the inverse synthetic aperture radar (ISAR) imaging. The performance of the traditional range alignment algorithms decreases when the migration through resolution cells (MTRC) is much severe. In this paper, a measure of MTRC is defined, and the effect of MTRC on range alignment is analyzed. Taking MTRC into account, a robust sub-integer range alignment algorithm is proposed. Firstly, each range profile is interpolated to remove the precision limitation of integer range resolution cell. Subsequently, the matrix formed by all the range profiles is partitioned into several matrix blocks on the slow-time domain. For each matrix block, the range profiles are aligned by minimizing the entropy of the average range profile (ARP). Finally, the matrix blocks are coarsely aligned using the maximum correlation method, followed by a fine alignment based on the minimization of the ISAR image entropy. The effectiveness of the proposed algorithm is validated by simulations and real-world data. Results demonstrate that the proposed method is robust against MTRC and can reduce the alignment error. The resultant ISAR image is much better focused.
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  • [1] A Fast Range Alignment Algorithm For ISAR Imaging
    Wang, Zhijiao
    Bai, Xia
    Tao, Ran
    [J]. 2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 2214 - 2217
  • [2] Robust range alignment algorithm via Hough transform in an ISAR imaging system
    Inst for Radio Frequency Technology, Wessling, Germany
    [J]. IEEE Trans Aerosp Electron Syst, 3 (1173-1177):
  • [3] ROBUST RANGE ALIGNMENT ALGORITHM VIA HOUGH TRANSFORM IN AN ISAR IMAGING-SYSTEM
    SAUER, T
    SCHROTH, A
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1995, 31 (03) : 1173 - 1177
  • [4] A novel range alignment algorithm for real time ISAR imaging
    Liu Mingjing
    Gao Meiguo
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    [J]. 2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 2835 - +
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    Katz, O.
    Vovnoboy, J.
    Ben-Yishay, R.
    Carmon, R.
    Shienman, B.
    Mazor, N.
    Elad, D.
    [J]. 2015 45TH EUROPEAN MICROWAVE CONFERENCE (EUMC), 2015, : 909 - 912
  • [6] A Fast and Robust Range Alignment Method for ISAR Imaging Based on a Deep Learning Network and Regional Multi-Scale Minimum Entropy Method
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