• DocumentCode
    1751063
  • Title

    On modelling of aggregated teletraffic using generalized Fokker-Planck equation

  • Author

    Primak, Serguei L. ; Makrakis, Dimitris ; Lyandres, Vladimir

  • Author_Institution
    ECE Dept., Univ. of Western Ontario, London, Ont., Canada
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    303
  • Abstract
    The past decade has seen a dramatic increase in wideband wireless communication traffic. The arrival time of a traffic load cannot be assumed to have an exponential-type correlation function due to a long-term dependence in such traffic (see Adler, R., Feldman, R. and Taqqu, M., "A Practical Guide to Heavy Tails", Birkhauser, 1998). We consider methods of generating random processes with long-term correlation using deterministic non-linear systems excited by fractional Brownian motion. The suggested model has certain advantages over other techniques since it allows a wide range of analytical results and can be used for non-Gaussian processes with long-range memory. Questions of numerical simulation are also considered
  • Keywords
    Brownian motion; Fokker-Planck equation; differential equations; fading channels; radio links; statistical analysis; stochastic processes; telecommunication traffic; aggregated teletraffic modelling; deterministic nonlinear systems; exponential type correlation function; fractional Brownian motion; fractional Langevin equation; generalized Fokker-Planck equation; long-range memory; nonGaussian processes; stochastic differential equations; wideband wireless communication traffic; Brownian motion; Differential equations; Fading; Gaussian processes; Probability distribution; Random processes; Telecommunication traffic; Traffic control; Wideband; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2001. VTC 2001 Spring. IEEE VTS 53rd
  • Conference_Location
    Rhodes
  • ISSN
    1090-3038
  • Print_ISBN
    0-7803-6728-6
  • Type

    conf

  • DOI
    10.1109/VETECS.2001.944853
  • Filename
    944853