• DocumentCode
    1892754
  • Title

    Fast adaptive esprit algorithm

  • Author

    Badeau, Roland ; Richard, Gaël ; David, Bertrand

  • Author_Institution
    Departement de Traitement du Signal et des Images, Ecole Nationale Superieure des Telecommun., Paris
  • fYear
    2005
  • fDate
    17-20 July 2005
  • Firstpage
    289
  • Lastpage
    294
  • Abstract
    The ESPRIT algorithm is a subspace-based high resolution method used in source localization and spectral analysis. It relies on the rotational invariance property of the signal subspace, and provides accurate estimates of the signal parameters. However, its main drawback is a high computational cost. In an adaptive context, some very fast algorithms were proposed to robustly track the variations of the signal subspace. Based on these subspace trackers, we propose a new adaptive implementation of the ESPRIT algorithm, faster than the existing methods
  • Keywords
    signal resolution; spectral analysis; tracking; adaptive ESPRIT algorithm; rotational invariance property; source localization; spectral analysis; subspace tracker; subspace-based resolution method; Adaptive algorithm; Computational efficiency; Eigenvalues and eigenfunctions; Image resolution; Matrix decomposition; Parameter estimation; Robustness; Signal analysis; Signal resolution; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
  • Conference_Location
    Novosibirsk
  • Print_ISBN
    0-7803-9403-8
  • Type

    conf

  • DOI
    10.1109/SSP.2005.1628608
  • Filename
    1628608