• DocumentCode
    725952
  • Title

    Accurate modeling of microwave structures using variable-fidelity response features

  • Author

    Koziel, Slawomir ; Bandler, John W.

  • Author_Institution
    Sch. of Sci. & Eng., Reykjavik Univ., Reykjavik, Iceland
  • fYear
    2015
  • fDate
    17-22 May 2015
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    This paper describes a novel approach to low-cost, accurate modeling of microwave structures using response features. Computational efficiency of the proposed method originates from the less nonlinear dependence of the feature points on the designable parameters of the structure of interest than conventionally used responses (e.g., S-parameters vs. frequency). Further decrease of the surrogate model setup cost is obtained by exploiting variable-fidelity EM simulations that are blended together using co-kriging interpolation. Comprehensive verification and comparisons with benchmark techniques is provided.
  • Keywords
    S-parameters; interpolation; response surface methodology; S-parameters; co-kriging interpolation; microwave structure; nonlinear dependence; variable-fidelity EM simulation; variable-fidelity response features; Computational modeling; Silicon; Microwave component modeling; co-kriging; computer-aided design; feature-based modeling; kriging; space mapping; surrogates;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwave Symposium (IMS), 2015 IEEE MTT-S International
  • Conference_Location
    Phoenix, AZ
  • Type

    conf

  • DOI
    10.1109/MWSYM.2015.7166730
  • Filename
    7166730