Naslov
Conducted Electromagnetic Emission Current Source Modelling by Artificial Neural Networks

Autori
Čeperić, Vladimir ; Barić, Adrijan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proc. 2008 International Conference on Software, Telecommunications and Computer Networks SOFTCOM 2008 / Rožić, Nikola ; Begušić, Dinko - Split : Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2008, 1-5

ISBN
978-953-290-009-5

Skup
2008 International Conference on Software, Telecommunications and Computer Networks (SOFTCOM)

Mjesto i datum
Dubrovnik, Hrvatska; Split, Hrvatska, 25.09.2008. - 27.09.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
EMC; EME current source modelling; ANN

Sažetak
A simple and efficient method of modelling conducted electromagnetic emission (EME) current sources at integrated circuit (IC) level by using artificial neural networks (ANN) is presented. The universal approximation property of ANN provides a basis for representing the nonlinear, dynamic EME current sources overcoming the accuracy limitations in conventional models. A simple and effective way to obtain necessary data for training the artificial neural network used in EME modelling is presented. The presented methodology ensures a simple, fast and accurate modelling. As a test case, the EME model of conducted emissions of a simple local interconnect (LIN) interface is presented.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA