• DocumentCode
    2743621
  • Title

    Simulation Model, Warm-up Period, and Simulation Length of Cellular Systems

  • Author

    Kolahi, Samad Salehi

  • Author_Institution
    Sch. of Comput. & Inf. Technol., Unitec New Zealand, Auckland, New Zealand
  • fYear
    2011
  • fDate
    25-27 Jan. 2011
  • Firstpage
    375
  • Lastpage
    379
  • Abstract
    In this paper, discrete event simulation by batch-means of a M/M/∞ queuing system is utilised to simulate a cellular CDMA system. The details of the simulation model, warm-up period, and simulation run time are discussed. The warm-up period is studied because it affects the accuracy of the results in simulation of communication systems. During the warm-up period-when the simulation system has not reached the steady-state situation-, the system results (eg blocking probability) vary very rapidly from zero to 0.037 for the parameters used. In the batch-means method with 10,000 calls per batch and for 50 batches (500,000 calls), the CDMA blocking probability is 0.0192 with 99% confidence interval.
  • Keywords
    cellular radio; code division multiple access; discrete event simulation; queueing theory; CDMA blocking probability; cellular CDMA system; communication systems; discrete event simulation; queuing system; simulation length; simulation run time; warm-up period; Accuracy; Analytical models; Computational modeling; Interference; Load modeling; Multiaccess communication; Simulation; CDMA; Simulation Model; blocking probability; simulation run-time; stochastic simulation; warm-up period;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, Modelling and Simulation (ISMS), 2011 Second International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-9809-3
  • Type

    conf

  • DOI
    10.1109/ISMS.2011.63
  • Filename
    5730377