DocumentCode
1854845
Title
A novel method for multichannel spectral factorization
Author
Jafarian, Amirhossein ; McWhirter, John G.
Author_Institution
Center of Digital Signal Process., Cardiff Univ., Cardiff, UK
fYear
2012
fDate
27-31 Aug. 2012
Firstpage
1069
Lastpage
1073
Abstract
A novel algorithm for the spectral factorization (SF) of a para-Hermitian polynomial matrix (PPM) is presented. This utilizes a series of paraunitary transformations to reconstruct the spectral factors of the PPM from the spectral factors of its eigenvalue polynomial matrix (EPM). The EPM is a diagonal polynomial matrix (DPM) obtained by applying a set of simple shift and rotation operators to the PPM using the second order best rotation (SBR2) algorithm. The spectral factors of the EPM are calculated by factorizing each of its scalar elements independently. In this paper, it is shown how to generate a series of paraunitary matrices which then map the factors of the EPM to the required spectral factors of the original PPM. The method basically introduces a sequence of stable operators which provide a direct connection between the one-dimensional spectral factorization problem and the multidimensional case.
Keywords
Hermitian matrices; eigenvalues and eigenfunctions; matrix decomposition; polynomial matrices; DPM; PPM; SBR2 algorithm; SF; diagonal polynomial matrix; eigenvalue polynomial matrix; multichannel spectral factorization; one-dimensional spectral factorization; para-Hermitian polynomial matrix; paraunitary matrices; paraunitary transformations; rotation operators; scalar elements; second order best rotation algorithm; Algorithm design and analysis; Correlation; Eigenvalues and eigenfunctions; Polynomials; Signal processing algorithms; Vectors; eigenvalue polynomial matrix (EPM); para-Hermitian polynomial matrix (PPM); second order sequential best rotation (SBR2) algorithm; spectral factorization (SF);
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location
Bucharest
ISSN
2219-5491
Print_ISBN
978-1-4673-1068-0
Type
conf
Filename
6334189
Link To Document