DocumentCode
2630535
Title
Blind extraction algorithm with direct desired signal selection
Author
Bloemendal, B.B.A.J. ; van de Laar, J. ; Sommen, P.C.W.
Author_Institution
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
fYear
2010
fDate
4-7 Oct. 2010
Firstpage
13
Lastpage
16
Abstract
In many practical applications we are interested in the extraction of only one desired signal out of a mixture of signals. A disadvantage of most blind extraction approaches proposed in the literature is that they are inefficient in the sense that they also separate or extract undesired signals. To deal with this inefficiency we exploit an a priori guess of direction of arrival related parameters of the desired signal, which serves as a mold. Based on this mold we create linear combinations of noise-free correlation matrices that are used to construct a single matrix with a specific eigenstructure. The eigenvector that corresponds to the smallest eigenvalue of this matrix is the desired extraction filter. Finally it is shown that this approach paves the way to make the algorithm flexible in the utilization of additional a priori information.
Keywords
correlation methods; direction-of-arrival estimation; eigenvalues and eigenfunctions; matrix algebra; signal detection; blind extraction algorithm; direct desired signal selection; direction of arrival related parameter; extraction filter; linear combination; matrix eigenvalue; noise-free correlation matrices; signal extraction; single matrix; Correlation; Eigenvalues and eigenfunctions; Noise; Signal processing algorithms; Simulation; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
Conference_Location
Jerusalem
ISSN
1551-2282
Print_ISBN
978-1-4244-8978-7
Electronic_ISBN
1551-2282
Type
conf
DOI
10.1109/SAM.2010.5606716
Filename
5606716
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