Title :
A polynomial chaos approach for EM uncertainty propagation in 3D-FDTD magnetized cold plasma
Author :
Nguyen, Bach T. ; Samimi, Alireza ; Simpson, Jamesina J.
Author_Institution :
Electr. & Comput. Eng., Univ. of Utah, Salt Lake City, UT, USA
Abstract :
The polynomial chaos-based stochastic Galerkin method is implemented in a magnetized plasma finite-difference time-domain (FDTD) algorithm to characterize the uncertainty characteristics of electromagnetic wave propagation in the ionosphere. This new algorithm efficiently calculates in a single simulation not only the mean electromagnetic field values, but also their standard deviation as caused by the variability or uncertainty of the content of the ionosphere. This approach represents a paradigm shift in our ability to analyze realistic, complex wave propagation in the ionosphere. The algorithm is validated by comparing with Monte Carlo results.
Keywords :
Monte Carlo methods; chaos; finite difference time-domain analysis; ionosphere; ionospheric electromagnetic wave propagation; stochastic processes; 3D-FDTD magnetized cold plasma; Monte Carlo method; complex wave propagation analysis; electromagnetic field value; electromagnetic wave propagation uncertainty; finite-difference time-domain algorithm; ionosphere content uncertainty; magnetized plasma FDTD algorithm; polynomial chaos-based stochastic Galerkin method; Acceleration; Gold; Mathematical model; Plasmas;
Conference_Titel :
Electromagnetic Compatibility and Signal Integrity, 2015 IEEE Symposium on
Conference_Location :
Santa Clara, CA
Print_ISBN :
978-1-4799-1992-5
DOI :
10.1109/EMCSI.2015.7107714