Pregled bibliografske jedinice broj: 576144
Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines
Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines // 2012 Asia-Pacific EMC-Symposium in SINGAPORE
Singapur, 2012. str. 17-20 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 576144 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines
Autori
Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Skup
2012 Asia-Pacific EMC-Symposium in SINGAPORE
Mjesto i datum
Singapur, 21.05.2012. - 24.05.2012
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Black box modelling; conducted electromagnetic emissions; support vector machines; ACSVR
Sažetak
A black-box method for modelling of conducted electromagnetic emissions (EME) at an integrated circuit (IC) power supply pin and ground level by adjustable complexity support vector regression machines (ACSVR) is presented. The ACSVR provides a basis for representing the nonlinear dynamic conducted EME. The ACSVR enables accurate modelling of conducted EME according to the IEC 61967-4 1Ω method and allows the adjustment of accuracy versus model simulation speed. As a test case, the EME model of conducted emissions of a 242-transistor voltage reference with offset compensation is presented. The resulting models (implemented in Verilog A) are accurate and fast to execute.
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
