Optimization-Oriented Design of RF/Microwave Circuits Using Inverse-Linear-Input Neuro-Fuzzy-Output Space Mapping with Two Different Dimensionality Simulators
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Hinojosa Jiménez, Juan; Quesada Pereira, Fernando Daniel; Martínez Mendoza, Mónica; Álvarez Melcón , AlejandroÁrea de conocimiento
Teoría de la Señal y las ComunicacionesPatrocinadores
This work was supported by Ministerio de Educación y Ciencia of Spain (TEC2007-67630-C03-02/TCM).Fecha de publicación
2011-01Editorial
IEEECita bibliográfica
J. Hinojosa, F. D. Quesada Pereira, M. Martínez-Mendoza and A. Alvarez-Melcón, "Optimization-Oriented Design of RF/Microwave Circuits Using Inverse-Linear-Input Neuro-Fuzzy-Output Space Mapping With Two Different Dimensionality Simulators," in IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 58, no. 1, pp. 176-185, Jan. 2011, doi: 10.1109/TCSI.2010.2055314.Revisión por pares
siPalabras clave
Space mappingMicrowave filters
Optimization techniques
Evanescent waveguide filters
Dielectric loaded filters
Resumen
In this paper, an efficient optimization technique
aligning three-dimensional (3-D) electromagnetic simulator responses with two-dimensional (2-D) electromagnetic simulator
responses around space mapped solution, for the electromagnetic
design of radiofrequency and microwave 3-D circuits is presented.
The interface between 2-D and 3-D electromagnetic simulators is
obtained from an inverse linear input space-mapping approach
and an output modeling process based on a fuzzy logic technique.
It is shown that the technique provides a highly accurate estimation of the 3-D design parameter space of the 3-D radiofrequency
and microwave circuits to be designed, for initially fixed design
specifications. Designs of first-order, second-order and sixth-order
C-band 3-D evanescent rectangular waveguide bandpass filters
with dielectric posts show the performance of our approach.
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