Title :
Transient analysis of distributed electromagnetic systems exhibiting stochastic variability in material parameters
Author :
Rong, Aosheng ; Cangellaris, Andreas C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
The mathematical framework of polynomial chaos is used to develop an FDTD-based model for transient electromagnetic wave interaction with stochastic media. Making use of orthogonal polynomials for the expansion of the stochastic material quantities and the unknown electromagnetic fields in the probability space of interest, a model is put forward that, in principle, allows for the direct calculation of the resulting stochastic electromagnetic response through a standard FDTD integration of a deterministic system with state variables the coefficients in the polynomial chaos expansion of the stochastic electric and magnetic field time histories at the nodes of the finite difference grid. The resulting computer model is demonstrated through the transient simulation of electromagnetic wave interactions with inhomogeneous dielectric regions inside two-dimensional parallel-plate waveguides.
Keywords :
electromagnetic wave propagation; finite difference time-domain analysis; polynomials; stochastic processes; transient analysis; FDTD; distributed electromagnetic systems; material parameters; mathematical framework; orthogonal polynomials; polynomial chaos expansion; stochastic electromagnetic response; stochastic media; transient analysis; transient electromagnetic wave; two-dimensional parallel-plate waveguides; Approximation methods; Chaos; Mathematical model; Permittivity; Polynomials; Random variables; Stochastic processes;
Conference_Titel :
General Assembly and Scientific Symposium, 2011 XXXth URSI
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-5117-3
DOI :
10.1109/URSIGASS.2011.6050399