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Electromagnetic Modeling of Microstrip Elements Aided with Artificial Neural Network

Abstract

The electromagnetic modeling principle aided withartificial neural network to designing the microwave widebandelements/networks prepared in microstrip technology is proposedin the paper. It is assumed that the complete information is knownfor the prototype design which is prepared on certain substratewith certain thickness and electric permittivity. The longitudinaland transversal dimensions of new design are calculated sep-arately using the scale coefficients which are determined fromtransmission line equation. Next the artificial neural networkcan be used for final tuning which should take into accountthe dispersion of microstrip line. The verification of proposedprocedure is shown for exemplary planar UWB balun.

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Copyright (2020, IEEE)

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
2020 Baltic URSI Symposium (URSI) strony 85 - 88
Language:
English
Publication year:
2020
Bibliographic description:
Sorokosz Ł., Zieniutycz W.: Electromagnetic Modeling of Microstrip Elements Aided with Artificial Neural Network// 2020 Baltic URSI Symposium (URSI)/ : , 2020, s.85-88
DOI:
Digital Object Identifier (open in new tab) 10.23919/ursi48707.2020.9254029
Verified by:
Gdańsk University of Technology

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