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Blind extraction algorithm with direct desired signal selection

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These file attachments have been under embargo and were made available to the public after the embargo was lifted on 24 August 2011.

Author: Bloemendal, B.B.A.J. · Van de Laar, J. · Sommen, P.C.W. (Univ. Eindhoven)
Type:Conference paper
Date:2011-08-24
Embargo lifted:2011-08-24
Publisher: IEEE
Institution: Philips Research
Source:SAM 2010: 6th IEEE Sensor Array and Multichannel Signal Processing Workshop, Israel, 4-7 October 2010
Identifier: MS 32.327
Rights: (c) IEEE

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 isthat 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 createlinear combinations of noise-free correlation matrices that are usedto construct a single matrix with a specific eigenstructure. The eigenvector that corresponds to the smallest eigenvalue of this matrixis 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.

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