A Novel Dual-Band Printed SIW Antenna Design Based on Fishnet & Ccrr DGS Using Machine Learning for Ku-Band Applications
MF Nakmouche, MI Magray, AM Allam… - Progress In …, 2021 - gcris.ieu.edu.tr
—This paper analyzes and solves the complexity to determine the optimum positions of the
Fishnet & Complementary Circular Ring Resonator (CCRR) based Defected Ground
Structures (DGS) for Substrate Integrated Waveguide (SIW) based antennas. A new state-of-
art technique based on Artificial Neural Network (ANN)-Machine Learning (ML) is proposed
for overcoming the lack of solid and standard formulations for the computation of this
parameter related to a targeted frequency. As a proof of concept and to test the performance …
Fishnet & Complementary Circular Ring Resonator (CCRR) based Defected Ground
Structures (DGS) for Substrate Integrated Waveguide (SIW) based antennas. A new state-of-
art technique based on Artificial Neural Network (ANN)-Machine Learning (ML) is proposed
for overcoming the lack of solid and standard formulations for the computation of this
parameter related to a targeted frequency. As a proof of concept and to test the performance …
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