• DocumentCode
    1770647
  • Title

    A practical solution for the regularization of the affine projection algorithm

  • Author

    Paleologu, Constantin ; Benesty, Jacob ; Ciochina, Silviu

  • Author_Institution
    Telecommun. Dept., Univ. Politeh. of Bucharest, Bucharest, Romania
  • fYear
    2014
  • fDate
    29-31 May 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The regularization of the affine projection algorithm (APA) is of great importance in echo cancellation applications. The regularization parameter, which depends on the level of the near-end signal, is added to the main diagonal of the input signal correlation matrix to ensure the stability of the APA. In this paper, we propose a practical way for evaluating the power of the near-end signal or, equivalently, the signal-to-noise ratio that is explicitly related to the regularization parameter. Simulation results obtained in the context of acoustic echo cancellation support the appealing performance of the proposed solution.
  • Keywords
    adaptive filters; correlation methods; echo suppression; APA; acoustic echo cancellation; affine projection algorithm; regularization parameter; signal correlation matrix; signal-to-noise ratio; Context; Convergence; Echo cancellers; Projection algorithms; Signal to noise ratio; Speech; adaptive filters; affine projection algorithm (APA); echo cancellation; regularization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (COMM), 2014 10th International Conference on
  • Conference_Location
    Bucharest
  • Type

    conf

  • DOI
    10.1109/ICComm.2014.6866732
  • Filename
    6866732