Prior knowledge based neural modeling of microstrip coupled resonator filters

Autor:	Zlatica Marinkovic, Milos Mitic, Branka Milosevic, Marin Nedelchev
Rok vydání:	2022
Předmět:	General Earth and Planetary Sciences General Environmental Science
Zdroj:	Facta universitatis - series: Electronics and Energetics. 35:145-154
ISSN:	2217-5997 0353-3670
Popis:	The design of microstrip coupled resonator filters includes determination of the coupling coefficients between the filter resonator units. In this paper a novel modeling procedure exploiting prior knowledge neural approach is proposed as an efficient alternative to the standard electromagnetic (EM) simulations and to the neural models based purely on the artificial neural networks (ANNs). It has similar accuracy as the EM simulations and requires less training data and less time needed for the model development than the models based purely on ANNs.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4bea797f1d53c52ec222624962045b71 https://doi.org/10.2298/fuee2202145m Zobrazit plný text záznamu