Title :
Meta-modelling of microwave devices with rational functions and radial basis functions
Author :
Hendrickx, Wouter ; Dhaene, Tom
Author_Institution :
Univ. Antwerpen, Antwerpen
Abstract :
A new versatile meta-modelling framework is presented that automatically generates accurate and compact meta-models for passive electrical components. Meta-models or surrogate models are scalable analytical models that mimic the component behaviour over a user-defined design space (consisting of frequency and layout parameters). Both multivariable rational models and radial basis function models can be used to build the meta-models.
Keywords :
CAD; microwave devices; radial basis function networks; rational functions; meta modelling; microwave devices; multivariable rational functions; multivariable rational models; passive electrical components; radial basis functions; user-defined design space; Analytical models; DH-HEMTs; Distributed computing; Frequency; Mathematical model; Microwave devices; Microwave generation; Neural networks; Polynomials; Sampling methods;
Conference_Titel :
Microwaves, Radar & Wireless Communications, 2006. MIKON 2006. International Conference on
Conference_Location :
Krakow
Print_ISBN :
978-83-906662-7-3
DOI :
10.1109/MIKON.2006.4345346
