Title :
An efficient polynomial chaos method for uncertainty quantification in electromagnetic simulations
Author :
Shen, Jianxiang ; Chen, Ji
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Houston, Houston, TX, USA
Abstract :
Realistic EM simulations involve input parameters that have variability associated with them can have substantial impact on the simulation outputs; thus the capability of quantifying these impacts becomes of great importance. In the stochastic modeling of most EM problem, computational efficiency is a concern in the selection of the method because of the intensive nature of electromagnetic simulations. In addition to the efficiency, a certain level of accuracy is also desired. This paper will address these requirements by introducing an inexpensive stochastic method; it is used to statistically characterize the effective permittivity of composite structures.
Keywords :
chaos; electromagnetic waves; permittivity; polynomials; stochastic processes; EM simulations; efficient polynomial chaos method; electromagnetic simulations; permittivity; stochastic method; uncertainty quantification; Accuracy; Computational modeling; Mathematical model; Permittivity; Polynomials; Stochastic processes;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2010 IEEE
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-4967-5
DOI :
10.1109/APS.2010.5562203