• DocumentCode
    7823
  • Title

    Power spectral density of pulse train over random time scaling

  • Author

    Yi Sun ; Xiaodong Wang

  • Author_Institution
    Electr. Eng. Dept., City Univ. of New York, New York, NY, USA
  • Volume
    8
  • Issue
    6
  • fYear
    2014
  • fDate
    Aug-14
  • Firstpage
    601
  • Lastpage
    605
  • Abstract
    This study analyses power spectral density (PSD) of a pulse train where the pulses take from a prototype pulse but randomly take an independently and identically distributed time scaling and an independent stationary amplitude. A closed-form expression of PSD is obtained, which is an implicit function of the Fourier transform of the prototype pulse without time scaling, the probability distribution of time scaling, and the first and the second moment means of amplitude. In the special case when the time scaling and amplitude are fixed with probability one, the PSD is degenerated to the well-known PSD of a periodic signal. Results of numerical evaluation and simulation for pulse trains with three rates as well as with Gaussian rates demonstrate that the analytical formula well predicts the data PSD.
  • Keywords
    Fourier transforms; medical signal processing; statistical distributions; Fourier transform; Gaussian rates; PSD analysis; biomedical system; closed-form expression; distributed time scaling; implicit function; independent stationary amplitude; power spectral density analyses; pulse train power spectral density; random time scaling; time scaling probability distribution;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IET
  • Publisher
    iet
  • ISSN
    1751-9675
  • Type

    jour

  • DOI
    10.1049/iet-spr.2013.0225
  • Filename
    6869165