Title :
The controlled stratification method to estimate extreme quantiles in the field of EMC modelling
Author :
Larbi, M. ; Besnier, P. ; Pecqueux, B.
Author_Institution :
IETR-UMR CNRS 6164, INSA: Institut d´Électronique et de Télécommunications de Rennes, France
Abstract :
This paper deals with EMC modelling analysis with regard to uncertain input parameters. We introduce a variance reduction technique called controlled stratification to estimate an extreme quantile of an interest response of a complex model. This technique relies on using a simple model to identify relevant input realizations. Then, these realizations allow evaluating the complex model for the quantile estimation. In this communication, this approach is applied to estimate an extreme quantile of a crosstalk problem, thus reducing the computational cost compared to a direct empirical estimation.
Keywords :
Histograms; Wires; computational electromagnetics; crosstalk; electromagnetic susceptibility; quantile estimation; uncertainty propagation; variance reduction;
Conference_Titel :
Electromagnetic Compatibility (EMC), 2015 IEEE International Symposium on
Conference_Location :
Dresden, Germany
Print_ISBN :
978-1-4799-6615-8
DOI :
10.1109/ISEMC.2015.7256182