Autors: Nedelchev, M. V., Zlatica Marinkovic., Milos Mitic., Branka Milosevic.
Title: Prior knowledge based neural modeling of microstrip coupled resonator filters
Keywords: artificial neural networks, coupled filters, design, microstrip

Abstract: 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.

References

    Issue

    Facta universitatis - series: Electronics and Energetics, vol. 35, issue 2, pp. 145-154, 2022, Serbia, https://doi.org/10.2298/FUEE2202145M

    Copyright Facta universitatis

    Вид: статия в списание, публикация в реферирано издание, индексирана в Web of Science