蜂窝网络中平均用户速度对流流量阻塞和切断的影响

B. Błaszczyszyn, M. Karray
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引用次数: 4

摘要

本文研究了服务于流通信的无线蜂窝网络的性能评价。与数据流量相反,流用户需要预定义的传输速率,当网络拥塞发生时,可以以阻止某些到达或切断某些现有连接的代价来维持传输速率。在系统的长期运行中,阻塞和切断传输的比例,分别称为阻塞和切断概率,是这种网络的主要性能指标。在本文中,我们评估了小区内和小区外用户移动性对这些指标的影响。具体来说,我们假设流呼叫的时空泊松到达过程,独立的马尔可夫迁移率和每个呼叫的指数持续时间。每次发生产生拥塞的转换时,这个免费(提供)进程的动态都会被修改。我们考虑了两种可能的修改,这导致了两种不同的损失模型。我们对两者都进行了研究,特别地,我们提出了一些考虑到平均用户移动速度的阻塞和切割概率的显式近似。我们在先前开发的可扩展准入控制方案的基础上阐述了我们研究UMTS release 99的方法,该方案允许精确表示网络中干扰的几何形状。
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Impact of mean user speed on blocking and cuts of streaming traffic in cellular networks
This paper deals with the performance evaluation of wireless cellular networks serving streaming traffic. In contrast to data traffic, streaming users require predefined transmission rates, which can be maintained at the price of blocking of some arrivals or cutting some existing connections when a network congestion occurs. The fractions of blocked and cut transmissions in the long run of the system, called respectively, blocking and cut probabilities, are the main performance metrics of such networks. In this paper we evaluate the impact of the intra-and extra-cell user mobility on these metrics. Specifically, we assume a spatio-temporal Poisson arrival process of streaming calls, independent Markovian mobility and exponential duration of each call. The dynamics of this free (offered) process is modified each time a congestion-generating transition occurs. We consider two possible modifications, which lead to two different loss models. We study both of them, and in particular, we propose some explicit approximations for the blocking and cut probabilities, which take into account the mean user mobility speed. We illustrate our approach studying UMTS release 99 building upon the scalable admission control schemes developed previously, which allow for an exact representation of the geometry of interference in the network.
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