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Statistical analysis and robust design of circularly polarized antennas using sequential approximate optimization

Abstract

In the paper, reliable yield estimation and tolerance-aware design optimization of circular polarization (CP) antennas is discussed. We exploit auxiliary kriging interpolation models established in the vicinity of the nominal design in order to speed up the process of statistical analysis of the antenna structure at hand. Sequential approximate optimization is then applied to carry out robust design of the antenna, here, oriented towards increasing the yield (defined with respect to design specifications imposed on the maximum in-band axial ratio level as well as antenna reflection). Demonstration example of a planar CP antenna with two feed line stubs is provided. Despite a large number of independent geometry parameters, accurate yield estimation is possible at the cost of a hundred EM simulations of the structure, whereas yield improvement (from the initial value of 63.5 percent at the nominal design to 99 percent) is achieved at the cost of 300 EM analyses. Comparison with conventional Monte Carlo analysis is also provided.

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Copyright (2018 Warsaw Univ. of Technology, IEEE)

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
2018 22nd International Microwave and Radar Conference (MIKON) strony 424 - 427
Language:
English
Publication year:
2018
Bibliographic description:
Kozieł S., Bekasiewicz A.: Statistical analysis and robust design of circularly polarized antennas using sequential approximate optimization// 2018 22nd International Microwave and Radar Conference (MIKON)/ : , 2018, s.424-427
DOI:
Digital Object Identifier (open in new tab) 10.23919/mikon.2018.8405244
Bibliography: test
  1. Y.S. Chen, "Frequency-domain and time-domain performance enhancements of ultra-wideband antennas using multiobjective optimization techniques," European Ant. Prop. Conf. (EuCAP), pp. 1-4, 2016. open in new tab
  2. B. Tian, Z. Li, and C. Wang, "Boresight gain optimization of an UWB monopole antenna using FDTD and genetic algorithm," IEEE Int. Conf. Ultra-Wideband, pp. 1-4, 2010. open in new tab
  3. Y.H. Chiu and Y.S. Chen, "Multi-objective optimization of UWB antennas in impedance matching, gain, and fidelity factor," Int. Symp. Ant. Prop., pp. 1940-1941, 2015. open in new tab
  4. S. K. Goudos, K. Siakavara, T. Samaras, E. E. Vafiadis, and J. N. Sahalos, "Self-adaptive differential evolution applied to real-valued antenna and microwave design problems," IEEE Trans. Antennas Propag., vol. 59, no. 4, pp. 1286-1298, Apr. 2011. open in new tab
  5. M. Ghassemi, M. Bakr and N. Sangary, "Antenna design exploiting adjoint sensitivity-based geometry evolution," IET Microwaves Ant. Prop., vol. 7, no. 4, pp. 268-276, 2013. open in new tab
  6. S. Koziel, A. Bekasiewicz, "Fast EM-driven size reduction of antenna structures by means of adjoint sensitivities and trust regions," IEEE Ant. Wireless Prop. Lett., vol. 14, pp. 1681-1684, 2015. open in new tab
  7. D.I.L. de Villiers, I. Couckuyt, and T. Dhaene, "Multi-objective optimization of reflector antennas using kriging and probability of improvement," Int. Symp. Ant. Prop., pp. 985-986, San Diego, USA, 2017. open in new tab
  8. S. Koziel, L. Leifsson, and S. Ogurtsov, "Reliable EM-driven microwave design optimization using manifold mapping and adjoint sensitivity," Microwave and Optical Technology Letters, vol. 55, no. 4, pp. 809-813, 2013. open in new tab
  9. R. Biernacki, S. Chen, G. Estep, J. Rousset, J. Sifri, "Statistical analysis and yield optimization in practical RF and microwave systems," IEEE MTT-S Int. Microw. Symp. Dig., Montreal, pp. 1-3, Jun. 2012. open in new tab
  10. J.F. Swidzinski and K. Chang, "Nonlinear statistical modeling and yield estimation technique for use in Monte Carlo simulations," IEEE Trans. Microwave Theory Techn., vol. 48, no. 12, pp. 2316-2324, Dec. 2000. open in new tab
  11. H.L. Abdel-Malek, A.S.O. Hassan, E.A. Soliman, S.A. Dakroury, "The ellipsoidal technique for design centering of microwave circuits exploiting space-mapping interpolating surrogates," IEEE Trans. Microwave Theory Techn., vol. 54, no. 10, pp. 3731-3738, Oct. 2006. open in new tab
  12. G. Scotti, P. Tommasino, and A. Trifiletti, "MMIC yield optimization by design centering and off-chip controllers," IET Proceedings -Circuits, Devices and Systems, vol. 152, no. 1, pp. 54-60, Feb. 2005. open in new tab
  13. M. Sengupta, S. Saxena, L. Daldoss, G. Kramer, S. Minehane, and J. Cheng, "Application-specific worst case corners using response surfaces and statistical models," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., vol. 24, no. 9, pp. 1372-1380, Sep. 2005. open in new tab
  14. I.S. Stievano, P. Manfredi, and F.G. Canavero, "Parameters variability effects on multiconductor interconnects via hermite polynomial chaos," IEEE Trans. Components, Packaging and Manufacturing Technology, vol. 1, no. 8, pp. 1234-1239, Aug. 2011. open in new tab
  15. J.S. Ochoa, and A.C. Cangellaris, "Random-space dimensionality reduction for expedient yield estimation of passive microwave structures," IEEE Trans. Microwave Theory Techn., vol. 61, no. 12, pp. 4313-4321, Dec. 2013. open in new tab
  16. S. Koziel, J. Bandler, A. Mohamed, and K. Madsen, "Enhanced surrogate models for statistical design exploiting space mapping technology," in IEEE MTT-S Int. Microw. Symp. Dig., Long Beach, CA, pp. 1-4, Jun. 2005. open in new tab
  17. S. Koziel and J.W. Bandler, "Rapid yield estimation and optimization of microwave structures exploiting feature-based statistical analysis," IEEE Trans. Microwave Theory Tech., vol. 63, no., 1, pp. 107-114, 2015. open in new tab
  18. S. Koziel, and A. Bekasiewicz "Rapid statistical analysis and tolerance- aware design of antennas by response feature surrogates," IEEE Antennas Prop. Symp., 2017. open in new tab
  19. S. Mohammadi, J. Nourinia, C. Ghobadi, J. Pourahmadazar and M. Shokri, "Compact broadband circularly polarized slot antenna using two linked elliptical slots for C-band applications," IEEE Ant. Wireless Prop. Lett., vol. 12, pp. 1094-1097, 2013. open in new tab
  20. T.W. Simpson, J.D. Pelplinski, P.N. Koch, and J.K. Allen, "Metamodels for computer-based engineering design: survey and recommendations", Engineering with Computers, vol. 17, pp. 129-150, 2001. open in new tab
  21. CST Microwave Studio, ver. 2016, CST AG, Bad Nauheimer Str. 19, D- 64289 Darmstadt, Germany, 2016. open in new tab
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Gdańsk University of Technology

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