Modelling of Electronic Devices using Radial Basis Functions for EMC Evaluation
Abstract
This paper addresses the development of behavioural models of electronic
devices from measured transient responses, by using a black-box identification
technique based on Radial Basis Functions (RBF). RBF allow to reproduce
a non-linear dynamic model of the Device Under Modelling (DUM)
automatically taking into account all the physical effects relating input and
output data, from measured waveform only. In such a way voltage and
current ports are selected in order to inject identification signals and draw
output waveforms. The predicted device response is compared with the
measured one, showing a good agreement.
[DOI: 10.1685 / CSC06005] About DOI
devices from measured transient responses, by using a black-box identification
technique based on Radial Basis Functions (RBF). RBF allow to reproduce
a non-linear dynamic model of the Device Under Modelling (DUM)
automatically taking into account all the physical effects relating input and
output data, from measured waveform only. In such a way voltage and
current ports are selected in order to inject identification signals and draw
output waveforms. The predicted device response is compared with the
measured one, showing a good agreement.
[DOI: 10.1685 / CSC06005] About DOI
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PDFDOI: https://doi.org/10.1685/
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