• DocumentCode
    3513722
  • Title

    Statistical simulation models for Rayleigh and Rician fading

  • Author

    Xiao, Chengshan ; Zheng, Yahong R. ; Beaulieu, Norman C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Missouri Univ., Columbia, MO, USA
  • Volume
    5
  • fYear
    2003
  • fDate
    11-15 May 2003
  • Firstpage
    3524
  • Abstract
    New simulation models are proposed for Rayleigh and Rician fading channels. First, the statistical properties of Clarke´s fading model with a finite number of sinusoids are analyzed. An improved Clarke´s model is then proposed for the simulation of Rayleigh fading channels. Based on this improved Rayleigh fading model, a novel simulation model is proposed for Rician fading channels. The new Rician fading model employs a zero-mean stochastic sinusoid as the specular (line-of-sight) component, in contrast to all existing Rician fading simulators that utilize a non-zero mean deterministic specular component. The statistical properties of the proposed Rician fading model are analyzed in detail. It is shown that the probability density function of the Rician fading phase is not only independent of time but also uniformly distributed over (-π, π). This property is different from that of existing Rician fading models. The statistical properties of the new simulators are confirmed by extensive simulation results, finding good agreement with theoretical analysis in all cases. An explicit formula for the level crossing rate is derived for general Rician fading when the specular component has non-zero Doppler frequency.
  • Keywords
    Rayleigh channels; Rician channels; mobile radio; statistical analysis; Clarks fading model; Rayleigh fading channels; Rician fading channels; line-of-sight; nonzero Doppler frequency; nonzero mean deterministic specular component; probability density function; sinusoids finite number; specular component, Rician fading simulators; statistical simulation; zero-mean stochastic sinusoid; Analytical models; Computational modeling; Fading; Frequency; Independent component analysis; Land mobile radio; Probability density function; Rayleigh channels; Rician channels; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2003. ICC '03. IEEE International Conference on
  • Print_ISBN
    0-7803-7802-4
  • Type

    conf

  • DOI
    10.1109/ICC.2003.1204109
  • Filename
    1204109