• DocumentCode
    2668700
  • Title

    A multipath fading channel simulator based on time series generated by Lorenz chaotic attractor

  • Author

    Hassan, Muhammad ; Saeed, Usman ; Mahmood, Waqar

  • Author_Institution
    Al-Khawarizmi Inst. of Comput. Sci., Univ. of Eng. & Technol., Lahore, Pakistan
  • fYear
    2009
  • fDate
    9-11 April 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, we present a tapped delay line multipath fading channel simulator that uses deterministic Lorenz chaotic attractor to approximate complex-valued Gaussian random process generators to be connected at each tap. When Lorenz attractor becomes chaotic for specific values of its parameters, PDF of its y(t) becomes a crude approximation to Gaussian and hence can be used to simulate time-varying coefficients. MATLAB is used to both implement the simulator and numerically solve the Lorenz attractor. For a typical input, which we chose as a phase modulated signal, we show that the PDFs of output signal´s amplitude and phase follow Rayleigh and Uniform distributions, respectively, as is expected theoretically.
  • Keywords
    chaotic communication; fading channels; multipath channels; time series; time-varying channels; Gaussian random process generators; Lorenz chaotic attractor; MATLAB; Rayleigh distribution; Uniform distribution; delay line multipath fading channel simulator; phase modulated signal; time series; time-varying coefficient simulation; Bandwidth; Chaos; Computational modeling; Computer simulation; Delay lines; Fading; Frequency; Multipath channels; Nonlinear dynamical systems; Random processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering, 2009. ICEE '09. Third International Conference on
  • Conference_Location
    Lahore
  • Print_ISBN
    978-1-4244-4360-4
  • Electronic_ISBN
    978-1-4244-4361-1
  • Type

    conf

  • DOI
    10.1109/ICEE.2009.5173166
  • Filename
    5173166