• DocumentCode
    2549824
  • Title

    A new QR-decomposition based recursive frequency estimator for multiple sinusoids in impulsive noise environment

  • Author

    Lau, W.Y. ; Chan, S.C. ; Zhang, Z.G. ; Leung, C.H.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ.
  • fYear
    2006
  • fDate
    21-24 May 2006
  • Lastpage
    4251
  • Abstract
    This paper proposes a new QR-decomposition-based recursive frequency estimation algorithm for multiple sinusoids based on the linear prediction (LP) approach. It extends the batch processing algorithm of So et al. in order to process the input samples recursively at a much lower arithmetic complexity for supporting on-line applications. Furthermore, a weighted least M-estimate (WLM) algorithm is developed to improve robustness to impulsive noise. Simulation results show that the robust recursive frequency estimator has a better performance than the conventional LS estimation in impulsive noise environment
  • Keywords
    frequency estimation; matrix decomposition; multidimensional signal processing; QR-decomposition; WLM algorithm; batch processing algorithm; impulsive noise environment; linear prediction; multiple sinusoids; recursive frequency estimator; weighted least M-estimate; Amplitude estimation; Arithmetic; Biomedical computing; Degradation; Frequency estimation; Linear predictive coding; Noise robustness; Polynomials; Recursive estimation; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
  • Conference_Location
    Island of Kos
  • Print_ISBN
    0-7803-9389-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2006.1693567
  • Filename
    1693567