• DocumentCode
    1654682
  • Title

    Frequency estimation of signals with lowpass envelope based on jump estimator

  • Author

    Sebghati, Mohammad Ali ; Amindavar, Hamidreza

  • Author_Institution
    Dept. of Electr. Eng., Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2009
  • Firstpage
    577
  • Lastpage
    580
  • Abstract
    In this paper, we present a new frequency estimation of multi-component sinusoidal signals with arbitrary lowpass envelope. Conventional methods fail to produce reasonable results. The proposed method is based on estimation of the jump points in the frequency domain. No assumptions on the shape or properties of envelope is required, except being a narrowband. Unlike previous algorithms, this algorithm works properly even in presence of non-Gaussian observation noise. Performance analysis and simulation results demonstrate improved precision and resolution with respect to existing methods.
  • Keywords
    frequency estimation; frequency-domain analysis; noise; signal processing; arbitrary lowpass envelope; frequency domain; frequency estimation; jump estimator; multicomponent sinusoidal signals; nonGaussian observation noise; Frequency domain analysis; Frequency estimation; Multiple signal classification; Narrowband; Noise shaping; Shape; Signal processing; Signal processing algorithms; Signal resolution; Working environment noise; Central frequency estimation; jump process; kerneltype jump estimator; narrowband modulated signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on
  • Conference_Location
    Cardiff
  • Print_ISBN
    978-1-4244-2709-3
  • Electronic_ISBN
    978-1-4244-2711-6
  • Type

    conf

  • DOI
    10.1109/SSP.2009.5278509
  • Filename
    5278509