Title :
Multilevel Adaptive Cross Approximation (MLACA)
Author :
Tamayo, José M. ; Heldring, Alexander ; Rius, Juan M.
Author_Institution :
Dept. of Signal Process. & Telecommun., Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
The Multilevel Adaptive Cross Approximation (MLACA) is proposed as a fast method to accelerate the matrix-vector products in the iterative solution of the linear system that results from the discretization of electromagnetic Integral Equations (IE) with the Method of Moments (MoM). The single level ACA, already described in the literature, is extended with a multilevel recursive algorithm in order to improve the asymptotical complexity of both the computational cost and the memory requirements. The main qualities of ACA are maintained: it is purely algebraic and independent of the integral equation kernel Green´s function as long as it produces pseudo-rank-deficient matrix blocks. The algorithm is presented in such a way that it can be easily implemented on top of an existing MoM code with most commonly used Green´s functions.
Keywords :
Green´s function methods; approximation theory; codes; electromagnetic wave scattering; integral equations; iterative methods; matrix algebra; method of moments; vectors; MLACA; MoM code; asymptotical complexity; electromagnetic IE; electromagnetic integral equation; electromagnetic wave scattering; integral equation kernel Green function; linear system iterative solution; matrix-vector product; method of moment code; multilevel adaptive cross approximation; multilevel recursive algorithm; pseudorank-deficient matrix block; single level ACA; Approximation methods; Computational efficiency; Integral equations; Matrix decomposition; Moment methods; Numerical simulation; Adaptive cross approximation; fast integral equation methods; impedance matrix compression; method of moments; numerical simulation;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2011.2165476