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Low-cost surrogate-assisted statistical analysis of miniaturized microstrip couplers

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  • Slawomir Koziel
  • Adrian Bekasiewicz

Abstract

In this work, a technique for low-cost yield estimation of compact microwave couplers has been presented. The analysis is carried out at the level of a fast surrogate model representing selected characteristic points of the coupler response that are critical to determine satisfaction/violation of the design specifications. Due to less nonlinear dependence of the characteristic points on geometry parameters (compared to the original response, i.e. S-parameters vs. frequency), a small number of training points is necessary to setup the surrogate. Our approach is demonstrated using a compact rat-race microstrip coupler. Numerical verification involving direct Monte Carlo analysis of the EM simulation model of the coupler confirms reliability of our approach.

Suggested Citation

  • Slawomir Koziel & Adrian Bekasiewicz, 2016. "Low-cost surrogate-assisted statistical analysis of miniaturized microstrip couplers," Journal of Electromagnetic Waves and Applications, Taylor & Francis Journals, vol. 30(10), pages 1345-1353, July.
    • Handle: RePEc:taf:tewaxx:v:30:y:2016:i:10:p:1345-1353
    DOI: 10.1080/09205071.2016.1199332
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