Subspace-Rytov Approximation Inversion Method for Inverse Scattering Problems

被引:2
作者
Yin, Tiantian [1 ]
Pan, Li [2 ]
Chen, Xudong [1 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
[2] Huawei Singapore Res Ctr, Singapore 138588, Singapore
关键词
Inverse scattering; non-iterative method; Rytov approximation (RA); subspace method; ITERATIVE METHOD; BORN; RECONSTRUCTION;
D O I
10.1109/TAP.2022.3195900
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
In this article, we propose a novel non-iterative method, viz., the subspace-Rytov approximation (SRA) method, to solve inverse scattering problems. This method improves the inversion results of the Rytov approximation (RA) by retaining the integral term neglected therein. The evaluation of this integral involves two approximations. The integrand is approximated with its major part that results from the major induced current and is calculated by the subspace method. The integration on the whole space is approximated by an integration on a finite domain by truncation. Tests with both synthetic data and measured data show that the SRA method outperforms the RA inversion method and the Born approximation (BA) inversion method, and that the SRA outperforms the modified BA (MBA) method in accuracy for relatively large scatterers.
引用
收藏
页码:10925 / 10935
页数:11
相关论文
共 28 条
  • [1] Abramowitz M., 1964, Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables
  • [2] Efficient determination of multiple regularization parameters in a generalized L-curve framework
    Belge, M
    Kilmer, ME
    Miller, EL
    [J]. INVERSE PROBLEMS, 2002, 18 (04) : 1161 - 1183
  • [3] Special section: Testing inversion algorithms against experimental data - Guest editors introduction
    Belkebir, K
    Saillard, M
    [J]. INVERSE PROBLEMS, 2001, 17 (06) : 1565 - 1571
  • [4] An Algebraic Solution Method for Nonlinear Inverse Scattering
    Bevacqua, Martina T.
    Crocco, Lorenzo
    Di Donato, Loreto
    Isernia, Tommaso
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2015, 63 (02) : 601 - 610
  • [5] Rytov approximation: Application to scattering by two-dimensional weakly nonlinear dielectrics
    Caorsi, S
    Massa, A
    Pastorino, M
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1996, 13 (03) : 509 - 516
  • [6] Chen X., 2018, COMPUTATIONAL METHOD
  • [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] RECONSTRUCTION OF 2-DIMENSIONAL PERMITTIVITY DISTRIBUTION USING THE DISTORTED BORN ITERATIVE METHOD
    CHEW, WC
    WANG, YM
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1990, 9 (02) : 218 - 225
  • [9] The Linear Sampling Method as a Way to Quantitative Inverse Scattering
    Crocco, Lorenzo
    Catapano, Ilaria
    Di Donato, Loreto
    Isernia, Tommaso
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2012, 60 (04) : 1844 - 1853
  • [10] INVERSE-SCATTERING THEORY WITHIN THE RYTOV APPROXIMATION
    DEVANEY, AJ
    [J]. OPTICS LETTERS, 1981, 6 (08) : 374 - 376