• 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