Vol. 181
Latest Volume
All Volumes
PIER 181 [2024] PIER 180 [2024] PIER 179 [2024] PIER 178 [2023] PIER 177 [2023] PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
2024-12-23
An Efficient Hybrid Numerical T-Matrix Approach for 3D Multiple Scattering Analysis
By
Progress In Electromagnetics Research, Vol. 181, 61-72, 2024
Abstract
In the past decades, with the increasing complexity of topological crystals, artificial electromagnetic (EM) materials, and EM environments, understanding their precise scattering behaviors and characteristis is turning more challenging. Traditional methods for modeling these properties often rely on full-wave simulations or analytical algorithms which are only applicable for regular shapes with plane wave incidences. These methods are inefficient for the design and broadband multiple scattering analysis of general 3D EM structures, as new simulations are required for each different scattering scenario and frequency, while solving a substantial number of unknown variables in each analysis. In this paper, a novel hybrid numerical scattering T-matrix extraction method applicable to scatterers of arbitrary shape and composition is developed in the context of the Foldy-Lax multiple scattering theory (F-L MST). Generalization is also made such that the F-L MST can be applied to multiple scattering problems with arbitrary incident fields. Once the T-matrix elements of individual scatterers are obtained through combining spherical wave expansion with full-wave numerical simulations of surface fields as proposed in the paper, it can be stored and reused, significantly reducing the overall computational complexity. Compared to conventional methods, this approach merely requires matrix inversions of moderate orders in a multiple scattering problem, offering notable efficiency advantages for about an order of magnitude. Meanwhile, the smooth frequency dependence of the T-matrix elements and incident field coefficients suggests the feasibility of interpolating these coefficients for broadband simulations. This proves particularly helpful in the swiftly evolving near-field techniques, and scenarios requiring extensive analysis such as broadband and Monte Carlo analysis. Numerical cases, involving multiple scatterer shapes and arrangements, are explored and compared with COMSOL full-wave simulations. The results validate the accuracy and efficiency of the proposed method, with potential to become a powerful tool for EM simulations and optimization of various wave-functional materials and in many other multiple scattering applications.
Citation
Haifeng Zheng, Xuyang Bai, Shurun Tan, and Leung Tsang, "An Efficient Hybrid Numerical T-Matrix Approach for 3D Multiple Scattering Analysis," Progress In Electromagnetics Research, Vol. 181, 61-72, 2024.
doi:10.2528/PIER24112606
References

1. Wang, Hongfei, Samit Kumar Gupta, Biye Xie, and Minghui Lu, "Topological photonic crystals: A review," Frontiers of Optoelectronics, Vol. 13, 50-72, 2020.

2. Xia, Long, Yuming Feng, and Biao Zhao, "Intrinsic mechanism and multiphysics analysis of electromagnetic wave absorbing materials: New horizons and breakthrough," Journal of Materials Science & Technology, Vol. 130, 136-156, 2022.

3. Bai, Xuyang, Ruihan Li, Shurun Tan, Said Mikki, and Erping Li, "An electromagnetic analysis of the impact of random scattering and RISs on the shannon capacity of MIMO communication systems," IEEE Antennas and Wireless Propagation Letters, Vol. 23, No. 4, 1176-1180, 2023.

4. Li, Ruifeng, Da Li, Jinyan Ma, Zhaoyang Feng, Ling Zhang, Shurun Tan, Wei E. I. Sha, Hongsheng Chen, and Er-Ping Li, "An electromagnetic information theory based model for efficient characterization of MIMO systems in complex space," IEEE Transactions on Antennas and Propagation, Vol. 71, No. 4, 3497-3508, 2023.

5. Huang, Shaowu and Leung Tsang, "Fast broadband modeling of traces connecting vias in printed circuit boards using broadband Green's function method," IEEE Transactions on Components, Packaging and Manufacturing Technology, Vol. 7, No. 8, 1343-1355, 2017.

6. Chang, Xin and Leung Tsang, "Fast and broadband modeling method for multiple vias with irregular antipad in arbitrarily shaped power/ground planes in 3-D IC and packaging based on generalized Foldy-Lax equations," IEEE Transactions on Components, Packaging and Manufacturing Technology, Vol. 4, No. 4, 685-696, 2014.

7. Xu, Ruifeng, Ruifeng Li, Da Li, and Er-Ping Li, "Electromagnetic analysis in PINMAP assignment optimization based on T-matrix method," 2022 IEEE 22nd International Conference on Communication Technology (ICCT), 99-103, Nanjing, China, 2022.

8. Wu, Yu Mao and Weng Cho Chew, "The modern high frequency methods for solving electromagnetic scattering problems," Progress In Electromagnetics Research, Vol. 156, 63-82, 2016.

9. Wang, Chao-Fu, Chun Yun Kee, and Zi-Liang Liu, "Development of hybrid high frequency simulation tool for rapid modeling of electromagnetic scattering from large and complex structures," 2016 IEEE International Conference on Computational Electromagnetics (ICCEM), 98-100, Guangzhou, China, 2016.

10. Silvester, Peter Peet and Ronald L. Ferrari, Finite Elements for Electrical Engineers, 3rd Ed., Cambridge University Press, 1996.
doi:10.1017/CBO9781139170611

11. Jin, Jian-Ming, The Finite Element Method in Electromagnetics, 3rd Ed., John Wiley & Sons, 2015.

12. Kunz, Karl S. and Raymond J. Luebbers, The Finite Difference Time Domain Method for Electromagnetics, 1st Ed., CRC Press, 1993.

13. Taflove, Allen, Susan C. Hagness, and Melinda Piket-May, "Computational electromagnetics: The finite-difference time-domain method," The Electrical Engineering Handbook, Vol. 3, 629-670, 2005.

14. Harrington, R. F. and J. L. Harrington, Field Computation by Moment Methods, Oxford University Press, 1996.

15. Gemmer, Thomas M. and Dirk Heberling, "Accurate and efficient computation of antenna measurements via spherical wave expansion," IEEE Transactions on Antennas and Propagation, Vol. 68, No. 12, 8266-8269, 2020.

16. Alian, Mohammad and Narges Noori, "A domain decomposition method for the analysis of mutual interactions between antenna and arbitrary scatterer using generalized scattering matrix and translation addition theorem of SWFs," IEEE Transactions on Antennas and Propagation, Vol. 71, No. 10, 8088-8096, 2023.

17. Jeong, Jongwoo, Leung Tsang, Weihui Gu, Andreas Colliander, and Simon H. Yueh, "Wave propagation in vegetation field by combining fast multiple scattering theory and numerical electromagnetics in a hybrid method," IEEE Transactions on Antennas and Propagation, Vol. 71, No. 4, 3598-3610, 2023.

18. Schulz, F. Michael, Knut Stamnes, and Jakob J. Stamnes, "Scattering of electromagnetic waves by spheroidal particles: A novel approach exploiting the T matrix computed in spheroidal coordinates," Applied Optics, Vol. 37, No. 33, 7875-7896, 1998.

19. Waterman, P. C., "Matrix formulation of electromagnetic scattering," Proceedings of the IEEE, Vol. 53, No. 8, 805-812, 1965.
doi:10.1109/PROC.1965.4058

20. Nieminen, T. A., H. Rubinsztein-Dunlop, and N. R. Heckenberg, "Calculation of the T-matrix: General considerations and application of the point-matching method," Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 79, 1019-1029, 2003.

21. Farafonov, V. G., A. A. Vinokurov, and V. B. Il’in, "Comparison of the light scattering methods using the spherical basis," Optics and Spectroscopy, Vol. 102, 927-938, 2007.

22. Hu, Mengxia and Gaobiao Xiao, "Compressed T-matrix for arbitrarily shaped objects," 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC-URSI Radio Science Meeting (AP-S/INC-USNC-URSI), 1337-1338, Firenze, Italy, 2024.

23. Xiao, Gaobiao and Jun-Fa Mao, "Generalized transition matrix for arbitrarily shaped scatterers with composite structures," IEEE Transactions on Electromagnetic Compatibility, Vol. 51, No. 2, 401-405, 2009.

24. Tsang, Leung, Tien-Hao Liao, Ruoxing Gao, Haokui Xu, Weihui Gu, and Jiyue Zhu, "Theory of microwave remote sensing of vegetation effects, SoOp and rough soil surface backscattering," Remote Sensing, Vol. 14, No. 15, 3640, 2022.

25. Kim, Kristopher T. and Brad A. Kramer, "Direct determination of the T-matrix from a MoM impedance matrix computed using the Rao-Wilton-Glisson basis function," IEEE Transactions on Antennas and Propagation, Vol. 61, No. 10, 5324-5327, 2013.

26. Rubio, Jesús, Juan R. Mosig, Rafael Gómez-Alcalá, and Miguel Ángel González de Aza, "Scattering by arbitrary cross-section cylinders based on the T-matrix approach and cylindrical to plane waves transformation," IEEE Transactions on Antennas and Propagation, Vol. 70, No. 8, 6983-6991, 2022.

27. Ozawa, Tomoki, Hannah M. Price, Alberto Amo, Nathan Goldman, Mohammad Hafezi, Ling Lu, Mikael C. Rechtsman, David Schuster, Jonathan Simon, Oded Zilberberg, and Iacopo Carusotto, "Topological photonics," Reviews of Modern Physics, Vol. 91, No. 1, 015006, 2019.

28. Kim, Minkyung, Zubin Jacob, and Junsuk Rho, "Recent advances in 2D, 3D and higher-order topological photonics," Light: Science & Applications, Vol. 9, No. 1, 130, 2020.

29. Mooshammer, Fabian, Markus A. Huber, Fabian Sandner, Markus Plankl, Martin Zizlsperger, and Rupert Huber, "Quantifying nanoscale electromagnetic fields in near-field microscopy by Fourier demodulation analysis," ACS Photonics, Vol. 7, No. 2, 344-351, 2020.

30. Zhi, Kangda, Cunhua Pan, Hong Ren, Kok Keong Chai, Cheng-Xiang Wang, Robert Schober, and Xiaohu You, "Performance analysis and low-complexity design for XL-MIMO with near-field spatial non-stationarities," IEEE Journal on Selected Areas in Communications, Vol. 42, No. 6, 1656-1672, 2024.

31. Mikki, Said, "Theory of nonsinusoidal small antennas for near-field communication system analysis," Progress In Electromagnetics Research B, Vol. 86, 177-193, 2020.

32. Gu, Weihui, Leung Tsang, Andreas Colliander, and Simon H. Yueh, "Wave propagation in vegetation field using a hybrid method," IEEE Transactions on Antennas and Propagation, Vol. 69, No. 10, 6752-6761, 2021.

33. Tsang, Leung, Jin Au Kong, and Kung-Hau Ding, Scattering of Electromagnetic Waves: Theories and Applications, Vol. 15, John Wiley & Sons, 2000.
doi:10.1002/0471224286

34. Frei, W., Simulation tools for solving wave electromagnetics problems, Available: https://www.comsol.com/blogs/simulation-tools-for-solving-wave-electromagnetics-problems, 2015.

35. Griesmer, F., Using MATLAB® functions in your COMSOL multiphysics® models, Available: https://www.comsol.com/blogs/using-matlab-functions-comsol-multiphysics-models, 2014.

36. Cruzan, Orval R., "Translational addition theorems for spherical vector wave functions," Quarterly of Applied Mathematics, Vol. 20, No. 1, 33-40, 1962.
doi:10.1090/qam/132851

37. Tai, Chen-To, Dyadic Green's Functions in Electromagnetic Theory, 1st Ed., Intext Educational Publishers, 1971.

38. Tsang, Leung, Jin Au Kong, Kung-Hau Ding, and Chi On Ao, Scattering of Electromagnetic Waves: Numerical Simulations, 533-540, John Wiley & Sons, 2004.

39. Khajeahsani, M. S., F. Mohajeri, and H. Abiri, "Rotational vector addition theorem and its effect on T-matrix," IEEE Transactions on Antennas and Propagation, Vol. 59, No. 10, 3819-3825, 2011.