• DocumentCode
    1264696
  • Title

    Tracking of signal subspace projectors

  • Author

    Utschick, Wolfgang

  • Author_Institution
    Inst. for Circuit Theor. & Signal Process., Munich Univ. of Technol., Germany
  • Volume
    50
  • Issue
    4
  • fYear
    2002
  • fDate
    4/1/2002 12:00:00 AM
  • Firstpage
    769
  • Lastpage
    778
  • Abstract
    A new subspace tracking approach that directly operates on the projection matrix onto the signal subspace instead of tracking its unitary eigenbasis is proposed. Therefore, the difficulties arising from introducing a calculus on the manifold of projection matrices are overcome by a proper parameterization of the projectors. Simulation results are presented from the field of angular frequency retrieval in array signal processing
  • Keywords
    array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; matrix algebra; tracking; calculus; parameterization; projection matrix; signal subspace projectors; subspace tracking approach; unitary eigenbasis; Array signal processing; Calculus; Direction of arrival estimation; Eigenvalues and eigenfunctions; Frequency; Helium; Matrix decomposition; Signal processing; Signal processing algorithms; Singular value decomposition;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.992119
  • Filename
    992119
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1264696