Title :
Fast algorithm for matrix-vector multiply of asymmetric multilevel block-toeplitz atrices
Author :
Barrowes, B.E. ; Teixeira, F.L. ; Kong, J.A.
Author_Institution :
Res. Lab. of Electron., MIT, Cambridge, MA, USA
Abstract :
We describe a new fast Fourier transform (FFT)-based algorithm to expedite matrix-vector multiplies involving multilevel block-Toeplitz (BT), or T/sub f/ /sup M/ matrices. Matrices of this class often occur in electromagnetic scattering applications because of the convolutional nature of the Green´s function. Multilevel BT matrices are also associated with the autocorrelation of a 2-D discrete random process and with many problems involving symmetries based on cubic meshes. The algorithm presented here applies to multilevel BT matrices with blocks and sub-blocks which are themselves BT and in general asymmetric. The algorithm also provides for the last, M/sup th/ level sub-block to be a square, dense, not necessarily Toeplitz matrix. This method has a similar purpose to that of Goodman, Draine and Flatau (1991), but uses less memory and is more general in implementation.
Keywords :
Toeplitz matrices; electromagnetic wave scattering; fast Fourier transforms; matrix multiplication; 2D discrete random process autocorrelation; FFT-based algorithm; Green´s function; asymmetric multilevel block-Toeplitz matrices; cubic meshes; electric field; electromagnetic scattering; fast Fourier transform; fast algorithm; matrix-vector multiplication; square matrix; Contracts; Convolution; Data mining; Laboratories; Physics;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2001. IEEE
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-7070-8
DOI :
10.1109/APS.2001.959544