Title :
Analysis of pre-processing techniques when using validation methods in computational electromagnetic simulations
Author :
Jauregui, Ricardo ; Ventosa, Oriol ; Silva, Francisco ; Kunze, Mirko
Author_Institution :
DEE, Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
In computational electromagnetic simulations, most validation methods have been developed to quantify the similarity of two datasets, making them an objective tool for test engineers to discuss data on a similar basis. However, these methods do not always agree with the expert´s opinion. The main problem when a validation method is used, is not taking into account the `pre-processing´ required by the expert to analyse a particular characteristic in the comparison. In this study, two different pre-processing techniques are used to show the influence they have on the results of the validation methods in relation to the opinion of the expert.
Keywords :
computational electromagnetics; computational electromagnetic simulations; datasets; preprocessing techniques; validation methods;
Journal_Title :
Science, Measurement & Technology, IET
DOI :
10.1049/iet-smt.2012.0129