Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines (CROSBI ID 585603)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Čeperić, Vladimir ; Gielen, Georges ; Barić, Adrijan
engleski
Black-Box Modelling of Conducted Electromagnetic Emissions by Adjustable Complexity Support Vector Regression Machines
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.
Black box modelling; conducted electromagnetic emissions; support vector machines; ACSVR
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Podaci o prilogu
17-20.
2012.
objavljeno
Podaci o matičnoj publikaciji
Singapur:
Podaci o skupu
2012 Asia-Pacific EMC-Symposium in SINGAPORE
predavanje
21.05.2012-24.05.2012
Singapur