Research Article Open Access

Design of Square Substrate Integrated Waveguide Cavity Resonators: Compensation of Modelling Errors by Support Vector Regression Machines

Giovanni Angiulli1
  • 1 University of Mediterranea, Italy
American Journal of Applied Sciences
Volume 9 No. 11, 2012, 1872-1875

DOI: https://doi.org/10.3844/ajassp.2012.1872.1875

Submitted On: 29 August 2012 Published On: 5 September 2012

How to Cite: Angiulli, G. (2012). Design of Square Substrate Integrated Waveguide Cavity Resonators: Compensation of Modelling Errors by Support Vector Regression Machines. American Journal of Applied Sciences, 9(11), 1872-1875. https://doi.org/10.3844/ajassp.2012.1872.1875

Abstract

The design of Substrate Integrated Waveguide (SIW) resonators is usually a cumbersome process, especially due to the length "trial and error" procedure involved in this task. In this study Support Vector Regression Machines (SVRMs) are employed to compensate the modeling errors associated to the design of SIW rectangular cavity resonators. To validate the proposed approach, we have compared the design outputs provided by our method with the results provided by commercial full wave software. The comparison between our predictions and the full wave simulations validate the effectiveness of the proposed approach.

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Keywords

  • Resonators
  • Substrate Integrated Waveguides
  • Support Vector Regression Machines