Title :
Sparse matrix/canonical grid method applied to 3-D dense medium simulations
Author :
Barrowes, Benjamin E. ; Ao, Chi O. ; Teixeira, Fernando L. ; Kong, Jin A.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
fDate :
1/1/2003 12:00:00 AM
Abstract :
The sparse matrix/canonical grid (SMCG) method, which has been shown to be an efficient method for calculating the scattering from one-dimensional and two-dimensional random rough surfaces, is extended to three-dimensional (3-D) dense media scattering. In particular, we study the scattering properties of media containing randomly positioned and oriented dielectric spheroids. Mutual interactions between scatterers are formulated using a method of moments solution of the volume integral equation. Iterative solvers for the resulting system matrix normally require O(N2) operations for each matrix-vector multiply. The SMCG method reduces this complexity to O(NlogN) by defining a neighborhood distance, rd, by which particle interactions are decomposed into "strong" and "weak." Strong interaction terms are calculated directly requiring O(N) operations for each iteration. Weak interaction terms are approximated by a multivariate Taylor series expansion of the 3-D background dyadic Green\´s function between any given pair of particles. Greater accuracy may be achieved by increasing rd, using a higher order Taylor expansion, and/or increasing mesh density at the cost of more interaction terms, more fast Fourier transforms (FFTs), and longer FFTs, respectively. Scattering results, computation times, and accuracy for large-scale problems with rd up to 2 gridpoints, 14×14×14 canonical grid size, fifth-order Taylor expansion, and 15 000 discrete scatterers are presented and compared against full solutions.
Keywords :
Green´s function methods; computational complexity; dielectric bodies; electromagnetic wave scattering; fast Fourier transforms; integral equations; iterative methods; method of moments; random media; rough surfaces; series (mathematics); sparse matrices; 1D random rough surface; 2D random rough surface; 3D background dyadic Green´s function; 3D dense medium simulations; FFT; MoM solution; SMCG method; canonical grid size; complexity reduction; computation times; discrete scatterers; fast Fourier transforms; iterative solvers; large-scale problems accuracy; matrix-vector multiplication; mesh density; method of moments solution; multivariate Taylor series expansion; mutual scatterers interactions; particle interactions; randomly oriented dielectric spheroids; randomly positioned dielectric spheroids; scattering properties; sparse matrix/canonical grid method; strong interaction; system matrix; three-dimensional dense media scattering; volume integral equation; weak interaction; Dielectrics; Flexible printed circuits; Matrix decomposition; Moment methods; Particle scattering; Random media; Rough surfaces; Sparse matrices; Surface roughness; Taylor series;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2003.809094