Title :
A new approach to parallel joint diagonalization of symmetric matrices
Author :
A. Holobar;M. Ojstersek;D. Zazula
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Maribor, Slovenia
fDate :
6/25/1905 12:00:00 AM
Abstract :
A new algorithm for parallel joint diagonalization of symmetric (Hermitian) matrices is introduced. The approach is based on the Jacobi diagonalization, utilizes the distribution of the computational power and memory space and runs on a heterogeneous personal computer systems with an arbitrary number of processing units. Its basic performance indices are outlined and its application to the blind source separation problem is discussed.
Keywords :
"Symmetric matrices","Jacobian matrices","Source separation","Microcomputers","Blind source separation","Matrix decomposition","Computer science","Distributed computing","Power engineering computing","Application software"
Conference_Titel :
EUROCON 2003. Computer as a Tool. The IEEE Region 8
Print_ISBN :
0-7803-7763-X
DOI :
10.1109/EURCON.2003.1248125
