• DocumentCode
    873685
  • Title

    Coloring Non-Gaussian Sequences

  • Author

    Filho, José Cândido Silveira Santos ; Yacoub, Michel Daoud

  • Author_Institution
    Dept. of Commun., Univ. of Campinas, Campinas
  • Volume
    56
  • Issue
    12
  • fYear
    2008
  • Firstpage
    5817
  • Lastpage
    5822
  • Abstract
    We propose a novel method for generating random sequences matching both a target non-Gaussian distribution and a target autocorrelation. In the proposed scheme, samples matching the target distribution are drawn independently and then suitably rearranged to match the target autocorrelation. Our method overcomes the difficulties of the standard method in generating sequences with unknown inverse distribution. Many examples are included.
  • Keywords
    Gaussian distribution; random sequences; coloring non-Gaussian sequences; non-Gaussian distribution; random sequences; target autocorrelation; Autocorrelation; non-Gaussian processes; order statistics; rank statistics; simulation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.2005751
  • Filename
    4633661