• DocumentCode
    2895118
  • Title

    Time-frequency estimation for cyclostationary signals

  • Author

    Frederick, Thomas ; Erdol, Nurgun

  • Author_Institution
    Sensormatic Electron. Corp., Boca Raton, FL, USA
  • Volume
    5
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    2928
  • Abstract
    This paper presents estimators of the Wigner-Ville spectrum for wide sense cyclostationary (WSCS) processes. It is shown that the smoothing kernel is a mixed continuous time/discrete time function under the cyclostationary assumption. For estimators of WSCS processes it is shown that the tradeoff between variance reduction and blurring of the nonstationary features of the process does not exist. The Cohen´s class smoothing kernel is given for finite observation lengths of the process, and smoothed pseudo-Wigner distribution type kernels are illustrated in examples
  • Keywords
    Wigner distribution; frequency estimation; smoothing methods; spectral analysis; time-frequency analysis; Cohen´s class smoothing kernel; WSCS processes; Wigner-Ville spectrum; blurring; finite observation lengths; mixed continuous time/discrete time function; nonstationary features; smoothed pseudo-Wigner distribution type kernels; smoothing kernel; time-frequency estimation; variance reduction; wide sense cyclostationary processes; Fourier transforms; Kernel; Random processes; Signal analysis; Signal processing; Smoothing methods; Spectral analysis; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.550167
  • Filename
    550167