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
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