• DocumentCode
    2255859
  • Title

    Detection and classification of signals in impulsive noise modeled as an alpha-stable process

  • Author

    Tsihrintzis, George A. ; Nikias, Chrysostomos L.

  • Author_Institution
    Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    1993
  • fDate
    1-3 Nov 1993
  • Firstpage
    707
  • Abstract
    Studies the structure of the probability density function of random variables which are formed as the sum of two or more independent, symmetric stable random variables of different characteristic exponents. The authors present an asymptotic series expansion valid for large argument. Possible applications of the theory can be found in the problem of detection of impulsive stochastic transients superimposed over a background of Gaussian noise
  • Keywords
    Gaussian noise; random processes; signal detection; Gaussian noise; alpha-stable process; asymptotic series expansion; background; characteristic exponents; classification; detection; impulsive noise; impulsive stochastic transients; probability density function; random variables; signals; Gaussian noise; Gaussian processes; Interference; Lightning; Noise generators; Probability density function; Random variables; Signal processing; Stochastic resonance; Telephony;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1993. 1993 Conference Record of The Twenty-Seventh Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-4120-7
  • Type

    conf

  • DOI
    10.1109/ACSSC.1993.342611
  • Filename
    342611