Fast computation of monostatic radar cross section using compressive sensing and ACA-accelerated block LU factorization method

被引:0
|
作者
Wang, Guo-hua [1 ,2 ]
Sun, Yu-fa [1 ]
Chen, Zhi-ping [2 ]
机构
[1] Anhui Univ, Key Lab Intelligent Comp & Signal Proc, Minist Educ, Hefei, Peoples R China
[2] Hefei New Star Inst Appl Technol, Dept Informat & Commun Engn, Hefei, Peoples R China
基金
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词
Method of moments; electromagnetic scattering; compressive sensing; adaptive cross approximation; APPROXIMATION ALGORITHM; SCATTERING;
D O I
10.1080/09205071.2016.1202781
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
Compressive sensing (CS) technique in conjunction with adaptive cross approximation (ACA) algorithm is applied to calculate the monostatic radar cross section with many required sampling angles based on block LU factorization method. CS technique is used to construct a new excitation matrix and reduce the number of right-hand side. ACA algorithm is applied to all steps of the solution including impedance matrix filling, block LU solve, and excitation matrix compression to accelerate the computation process and reduce the memory consumption. Finally, the real-induced currents can be recovered by the orthogonal matching pursuit algorithm or compressive sampling matching pursuit algorithm, which have relatively low computational complexity than computation by the traditional method of moments (MoM). Numerical results are presented to validate the efficiency and accuracy of this method through comparison with the traditional MoM and other rigorous solutions.
引用
收藏
页码:1417 / 1427
页数:11
相关论文
共 10 条
  • [1] Fast monostatic radar cross section computation using Maehly approximation
    Ling, J.
    Gong, S-X
    Wang, W-T
    Wang, X.
    Zhang, Y-J
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2011, 5 (01) : 1 - 4
  • [2] Improved multilevel physical optics algorithm for fast computation of monostatic radar cross section
    An, Yuyuan
    Wang, Daoxiang
    Chen, Rushan
    IET MICROWAVES ANTENNAS & PROPAGATION, 2014, 8 (02) : 93 - 98
  • [3] A fast method for computation of the bistatic radar cross section
    Alfonzetti, S
    Borzì, G
    IEEE TRANSACTIONS ON MAGNETICS, 2000, 36 (04) : 921 - 924
  • [4] High-precision Solution of Monostatic Radar Cross Section based on Compressive Sensing and QR Decomposition Techniques
    Shi, Chaofan
    Sun, Yufa
    Ou, Mingrui
    Wang, Pan
    Wang, Zhonggen
    APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL, 2023, 38 (08): : 616 - 624
  • [5] Fast monostatic radar cross-section computation for perfectly electric conducting targets using low-rank compression and adaptive integral method
    Lu, Zhi-qing
    An, Xiang
    IET MICROWAVES ANTENNAS & PROPAGATION, 2014, 8 (01) : 46 - 51
  • [6] A Hybrid Approach for Rapid Computation of Two-Dimensional Monostatic Radar Cross Section Problems With the Multilevel Fast Multipole Algorithm
    Schroeder, Arne
    Bruens, Heinz-D.
    Schuster, Christian
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2012, 60 (12) : 6058 - 6061
  • [7] Fast Calculation of Monostatic Radar Cross Section of Conducting Targets Using Hierarchical Characteristic Basis Function Method and Singular Value Decomposition
    Xia, Can
    You, Wanqing
    Sun, Yufa
    PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS, 2019, 81 : 133 - 139
  • [8] A Hybrid Approach for Rapid Computation of Monostatic Radar Cross Section Problems with Characteristic Basis Function Method and Singular Value Decomposition
    Nie, Wenyan
    Wang, Zhonggen
    APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL, 2019, 34 (06): : 844 - 850
  • [9] Accelerated excitation-independent characteristic basis function method with multiscale adaptive cross approximation for monostatic radar cross section of dielectric objects
    Huang, Fei
    Sun, Yufa
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2019, 61 (09) : 2074 - 2079
  • [10] Fast computation of wide-band radar cross section using asymptotic waveform evaluation technique
    Sun, YF
    Xu, SJ
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2002, 21 (06) : 469 - 472