Pregled bibliografske jedinice broj: 624452
Black-box modelling of conducted electromagnetic immunity by support vector machines
Black-box modelling of conducted electromagnetic immunity by support vector machines // Electromagnetic Compatibility (EMC EUROPE), 2012 International Symposium on
Rim, 2012. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 624452 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Black-box modelling of conducted electromagnetic immunity by support vector machines
Autori
Čeperić, Vladimir ; Georges, Gielen ; Barić, Adrijan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Skup
Electromagnetic Compatibility (EMC EUROPE), 2012 International Symposium on
Mjesto i datum
Rim, Italija, 17.09.2012. - 21.09.2012
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
black-box modelling; electromagnetic compatibility
Sažetak
A concept of modelling electromagnetic immunity (EMI) of integrated circuits (IC) by using support vector machines (SVM) is presented. The problem of detecting, modelling and predicting failure of the integrated circuit operation due to the conducted electromagnetic interferences according to IEC 62132-4 standard is transformed into the classification problem solved by SVM. As a electronic circuit test case, the conducted EMI model of local interconnect network (LIN) interface circuit is presented.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Projekti:
036-0361621-1622 - Kvaliteta signala u integriranim sklopovima s mješovitim signalom (Barić, Adrijan, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
