• DocumentCode
    3185411
  • Title

    Filtering of randomly occurring signals by kurtosis in the frequency domain

  • Author

    Pagnan, S. ; Ottonello, C. ; Tacconi, G.

  • Author_Institution
    Istituto di Autom. Navale-Nat. Res. Council, Genova, Italy
  • fYear
    1994
  • fDate
    9-13 Oct 1994
  • Firstpage
    131
  • Abstract
    The paper describes a nonlinear operator, based on frequency domain Kurtosis (FDK), that is able to distinguish between transients (impulses and unsteady harmonic components) and stationary sinusoidal signals in background Gaussian noise. For problems involving signal detection in burst noise, filtering by an FDK operator may improve detection results by reducing noise variance and amplifying narrow-band transient signals. To evaluate the FDK operator´s efficiency, different processes are considered: impulsive noise and narrow-band interferences in background Gaussian noise and real electromagnetic non-Gaussian noise. The filter robustness is discussed
  • Keywords
    signal detection; Gaussian noise; burst noise; efficiency; filtering; frequency domain Kurtosis operator; harmonics; impulsive noise; narrow-band interferences; randomly occurring signals; signal detection; stationary sinusoidal signals; transient signals; Background noise; Electromagnetic interference; Electromagnetic transients; Filtering; Frequency domain analysis; Gaussian noise; Narrowband; Noise reduction; Power harmonic filters; Signal detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1994. Vol. 3 - Conference C: Signal Processing, Proceedings of the 12th IAPR International Conference on
  • Conference_Location
    Jerusalem
  • Print_ISBN
    0-8186-6275-1
  • Type

    conf

  • DOI
    10.1109/ICPR.1994.577137
  • Filename
    577137