Underdetermined Equation Model Combined with Improved Krylov Subspace Basis for Solving Electromagnetic Scattering Problems

被引:0
|
作者
Shen, Cunjie [1 ,2 ]
Cao, Xinyuan [1 ,2 ]
Qi, Qi [1 ,2 ]
Fan, Yunuo [1 ,2 ]
Liu, Xiangxiang [2 ]
Kuang, Xiaojing [2 ]
Fan, Chenghua [2 ]
Zhang, Zhongxiang [2 ]
机构
[1] Anhui Univ, Sch Elect & Informat Engn, Hefei, Anhui, Peoples R China
[2] Anhui Prov Key Lab Simulat & Design Elect Informat, Hefei, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Compressed sensing - Computational complexity - Electromagnetic wave scattering - Numerical methods - Parallel processing systems;
D O I
10.2528/PIERL24032101
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
To accelerate the solution of electromagnetic scattering problems, compressive sensing (CS) has been introduced into the method of moments (MoM). Consequently, a computational model based on underdetermined equations has been proposed, which effectively reduces the computational complexity compared with the traditional MoM. However, while solving surface -integral formulations for three-dimensional targets by MoM, due to the severe oscillation of current signals, commonly used sparse bases become inapplicable, which renders the application of the underdetermined equation model quite challenging. To address this issue, this paper puts forward a scheme that employs Krylov subspace, which is constructed with low complexity by meticulously designing a group of non -orthogonal basis vectors, to replace the sparse transforms in the algorithmic framework. The principle of the method is elaborated in detail, and its effectiveness is validated through numerical experiments.
引用
收藏
页码:79 / 84
页数:6
相关论文
共 50 条
  • [41] Restarted generalized second-order krylov subspace methods for solving quadratic eigenvalue problems
    Zhou, Liping
    Bao, Liang
    Lin, Yiqin
    Wei, Yimin
    Wu, Qinghua
    [J]. World Academy of Science, Engineering and Technology, 2010, 67 : 429 - 436
  • [42] Restarted generalized second-order krylov subspace methods for solving quadratic eigenvalue problems
    Zhou, Liping
    Bao, Liang
    Lin, Yiqin
    Wei, Yimin
    Wu, Qinghua
    [J]. International Journal of Computational and Mathematical Sciences, 2010, 4 (03): : 148 - 155
  • [43] Wavelet-Based Subspace Regularization for Solving Highly Nonlinear Inverse Scattering Problems with Contraction Integral Equation
    Zhang, Lu
    Ma, Zhenchao
    Xu, Kuiwen
    Zhong, Yu
    [J]. ELECTRONICS, 2020, 9 (11) : 1 - 16
  • [44] Neural network model for solving integral equation of acoustic scattering using wavelet basis
    Hesham, M.
    El-Gamal, M. A.
    [J]. COMMUNICATIONS IN NUMERICAL METHODS IN ENGINEERING, 2008, 24 (03): : 183 - 194
  • [45] A new iterative method for solving electromagnetic scattering problems
    Markel, VA
    [J]. 18TH CONGRESS OF THE INTERNATIONAL COMMISSION FOR OPTICS: OPTICS FOR THE NEXT MILLENNIUM, TECHNICAL DIGEST, 1999, 3749 : 44 - 45
  • [46] A diagonalized improved subspace-based optimization method for solving 2-D inverse scattering problems
    Liu, Yulang
    Zhao, Zhiqin
    Zhu, Xiaozhang
    Yang, Wei
    Nie, Zaiping
    Liu, Qing-Huo
    [J]. MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2017, 59 (08) : 2089 - 2095
  • [47] A Degenerate Kernel Method for Solving Electromagnetic Scattering Problems
    Wei, Tao
    Liu, Gang
    Bo, Yaming
    Cheng, Chonghu
    Li, Bo
    [J]. 2020 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT 2020 ONLINE), 2020,
  • [48] Application of the incomplete Cholesky factorization preconditioned Krylov subspace method to the vector finite element method for 3-D electromagnetic scattering problems
    Li, Liang
    Huang, Ting-Zhu
    Jing, Yan-Fei
    Zhang, Yong
    [J]. COMPUTER PHYSICS COMMUNICATIONS, 2010, 181 (02) : 271 - 276
  • [49] The Characteristic Basis Function Method (CBFM): A numerically efficient strategy for solving large electromagnetic scattering problems
    Lucente, Eugenio
    Tiberi, Gianluigi
    Monorchio, Agostino
    Manara, Giuliano
    Mittra, Raj
    [J]. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2008, 16 (01) : 41 - 56
  • [50] Solving electromagnetic scattering and radiation by FMM with curvilinear RWG basis
    Hu, J
    Nie, ZP
    Gong, XD
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2003, 12 (03) : 457 - 460