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
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;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4244-8978-7
Electronic_ISBN :
1551-2282
DOI :
10.1109/SAM.2010.5606716