• DocumentCode
    431904
  • Title

    A robust MUSIC estimator for polynomial phase signals in α-stable noise

  • Author

    Djeddi, Mounir ; Belkacemi, Hocine ; Benidir, Messaoud ; Marcos, Sylvie

  • Author_Institution
    Lab. des Signaux et Systemes, Gif-sur-Yvette, France
  • Volume
    4
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    In this paper, we address the problem of estimation of the parameters of mono and multicomponent polynomial phase signals (PPS) affected by alpha-stable noise using subspace methods. We propose two new estimators: a modified multiple signal classification MUSIC for PPS affected by Gaussian noise, and a modified robust MUSIC algorithm for PPS based on fractional lower-order statistics (FLOS). Simulation results show that the robust MUSIC estimator is able to estimate the values of the phase parameters in impulsive environment hence outperforming the standard estimators.
  • Keywords
    Gaussian noise; impulse noise; numerical stability; parameter estimation; phase estimation; polynomials; signal classification; α-stable noise; FLOS; Gaussian noise; alpha-stable noise; fractional lower-order statistics; impulsive noise; modified multiple signal classification; monocomponent PPS; multicomponent PPS; parameter estimation; phase parameters; polynomial phase signals; robust MUSIC estimator; subspace methods; 1f noise; Gaussian noise; MONOS devices; Multiple signal classification; Noise robustness; Parameter estimation; Phase estimation; Phase noise; Polynomials; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1416047
  • Filename
    1416047