• DocumentCode
    3433461
  • Title

    Generalized Fractional Lower-Order Spectrum of Alpha Stable Distribution Process

  • Author

    Jin-Long Jiang ; Dai-Feng Zha

  • Author_Institution
    Coll. of Electron. Eng., Jiujiang Univ., Jiujiang
  • fYear
    2008
  • fDate
    12-14 Oct. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Generalized Fractional Lower-order Covariance Spectrum (GFLO-CVS), Cyclic Spectrum (GFLO-CYS) and Higher-order Spectrum (GFLO-HOS) are proposed. After a nonlinear transform is used in alpha stable distribution process for getting finite second-order or high-order moment, consequently, Fourier transform of transformed stochastic process can be employed to analyze characteristic in frequency domain. Transforming functions are similar to logarithm, sigmoid, arctangent, etc., not depended on a prior knowledge of characteristic exponent alpha, and facilitative for practice application. Simulations show that the proposed fractional low-order spectrums have excellent robust and can be identified Harmonics in alpha stable distribution process.
  • Keywords
    higher order statistics; signal processing; spectral analysis; transforms; alpha stable distribution process; cyclic spectrum; finite second-order moment; frequency domain; generalized fractional lower-order covariance spectrum; generalized fractional lower-order spectrum; higher-order spectrum; nonlinear transform; 1f noise; Educational institutions; Finite impulse response filter; Fourier transforms; Frequency domain analysis; Gaussian noise; Power harmonic filters; Robustness; Stochastic processes; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-2107-7
  • Electronic_ISBN
    978-1-4244-2108-4
  • Type

    conf

  • DOI
    10.1109/WiCom.2008.477
  • Filename
    4678386