• DocumentCode
    2972707
  • Title

    Noise robust AM_FM demodulation using least- squares truncated power series approximation

  • Author

    Goh, Wooi-Boon

  • Author_Institution
    Nanyang Technol. Univ., Singapore
  • fYear
    2007
  • fDate
    10-13 Dec. 2007
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper describes a parametric approach for demodulating multicomponent AM-FM sinusoidal signals. The parametric model consist of several truncated power series whose coefficients are estimated using linear least-square minimisation cast within an iterative parameter-substitution framework. It is shown that the proposed technique for AM-FM estimation is relatively robust to background noise compared to other techniques such as the smoothed energy operator separation algorithm and the Hilbert transform method.
  • Keywords
    amplitude modulation; demodulation; frequency modulation; iterative methods; least squares approximations; minimisation; series (mathematics); signal processing; iterative parameter-substitution framework; least-squares truncated power series approximation; linear least-square minimisation; multicomponent AM-FM sinusoidal signal demodulation; Amplitude estimation; Band pass filters; Chebyshev approximation; Demodulation; Frequency estimation; Gabor filters; Noise robustness; Parametric statistics; Signal analysis; Speech analysis; AM/FM demodulation; signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications & Signal Processing, 2007 6th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-0982-2
  • Electronic_ISBN
    978-1-4244-0983-9
  • Type

    conf

  • DOI
    10.1109/ICICS.2007.4449632
  • Filename
    4449632