蜂窝系统的仿真模型、预热期和仿真长度

S. S. Kolahi
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引用次数: 12

摘要

本文利用M/M/∞排队系统的离散事件批处理方法对蜂窝CDMA系统进行仿真。详细讨论了仿真模型、预热期和仿真运行时间。在通信系统仿真中,预热时间会影响仿真结果的准确性,因此对其进行了研究。在预热期间,当模拟系统尚未达到稳态状态时,系统结果(例如阻塞概率)对于所使用的参数从0到0.037变化非常快。在每批1万次呼叫和50批(50万次呼叫)的批均值方法中,CDMA阻塞概率为0.0192,置信区间为99%。
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Simulation Model, Warm-up Period, and Simulation Length of Cellular Systems
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.
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