DocumentCode
2209967
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
fYear
2015
fDate
16-22 Aug. 2015
Firstpage
334
Lastpage
339
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Electromagnetic Compatibility (EMC), 2015 IEEE International Symposium on
Conference_Location
Dresden, Germany
Print_ISBN
978-1-4799-6615-8
Type
conf
DOI
10.1109/ISEMC.2015.7256182
Filename
7256182
Link To Document