Modelling SIW resonators using support vector regression machines

The Substrate Integrated Waveguide (SIW) technology combines the advantages of low cost building processes and the low loss features of waveguide devices. A large number of SIW-based devices have been realized in these last years. Many of them are based on SIW resonators. Very recently, in order to develop fast CAD models of microwave components and devices, Support Vector Regression Machines (SVRMs) have been proposed. In this work we investigate the performances of SVRMs for modeling SIW resonators. Copyright © (2008) by the Electromagnetics Academy.