A Frequency-Hopping Subspace-Based Optimization Method for Reconstruction of 2-D Large Uniaxial Anisotropic Scatterers With TE Illumination

被引:16
作者
Liu, Yulang [1 ]
Zhao, Zhiqin [1 ]
Yang, Yaohui [1 ]
Wang, Bingwen [1 ]
Zhu, Xiaozhang [1 ]
Nie, Zaiping [1 ]
Liu, Qing Huo [2 ]
机构
[1] Univ Elect Sci & Technol China, Sch Elect Engn, Chengdu 611731, Peoples R China
[2] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27708 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2016年 / 54卷 / 10期
基金
高等学校博士学科点专项科研基金;
关键词
Frequency hopping; inverse scattering; optimization; subspace; uniaxial anisotropic media; ELECTROMAGNETIC INVERSE SCATTERING; BORN ITERATIVE METHOD; LAYERED MEDIA; OBJECTS; ALGORITHM;
D O I
10.1109/TGRS.2016.2580759
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Due to the nonlinear property of large uniaxial anisotropic scatterers, many iterative optimization methods have a high risk of being trapped in local minima. In this paper, a frequency-hopping subspace-based optimization method (SOM) is proposed to reconstruct the relative permittivity distribution of 2-D large uniaxial anisotropic scatterers with transverse electrical (TE) illumination. This hybrid method utilizes the results obtained at lower frequency to provide good initial guesses for higher frequency reconstruction, which reduces the occurrence of local minima for the inversion at the higher frequency. For lower frequency, it can only obtain coarse resolution image although it is unable to show the details of the scatterers. However, this coarse image provides a priori information for the reconstruction at higher frequencies to get finer resolution. Numerical examples demonstrate that the proposed hybrid method can effectively rebuild large uniaxial anisotropic scatterers (six wavelengths) with higher stability compared with conventional SOM that uses only single-frequency data.
引用
收藏
页码:6091 / 6099
页数:9
相关论文
共 41 条
  • [1] Subspace-Based Optimization Method for Reconstruction of 2-D Complex Anisotropic Dielectric Objects
    Agarwal, Krishna
    Pan, Li
    Chen, Xudong
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2010, 58 (04) : 1065 - 1074
  • [2] [Anonymous], 2011, THESIS
  • [3] [Anonymous], INVERSE PROBLEMS
  • [4] Multiple-Shape Reconstruction by Means of Multiregion Level Sets
    Benedetti, Manuel
    Lesselier, Dominique
    Lambert, Marc
    Massa, Andrea
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (05): : 2330 - 2342
  • [5] Inversion of experimental multi-frequency data using the contrast source inversion method
    Bloemenkamp, RF
    Abubakar, A
    van den Berg, PM
    [J]. INVERSE PROBLEMS, 2001, 17 (06) : 1611 - 1622
  • [6] Degree of nonlinearity and a new solution procedure in scalar two-dimensional inverse scattering problems
    Bucci, OM
    Cardace, N
    Crocco, L
    Isernia, T
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2001, 18 (08): : 1832 - 1843
  • [7] Subspace-Based Optimization Method for Solving Inverse-Scattering Problems
    Chen, Xudong
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (01): : 42 - 49
  • [8] Application of signal-subspace and optimization methods in reconstructing extended scatterers
    Chen, Xudong
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2009, 26 (04) : 1022 - 1026
  • [9] Chew W. C., 1995, Waves Fields Inhomogeneous Media(Electromagnetic Waves)
  • [10] A FREQUENCY-HOPPING APPROACH FOR MICROWAVE IMAGING OF LARGE INHOMOGENEOUS BODIES
    CHEW, WC
    LIN, JH
    [J]. IEEE MICROWAVE AND GUIDED WAVE LETTERS, 1995, 5 (12): : 439 - 441