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Efficient Approximations for Call Admission Control Performance Evaluations in Multi-Service Networks

机译:多服务网络中呼叫准入控制性能评估的有效近似

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Several dynamic call admission control (CAC) schemes for cellular networks have been proposed in the literature to reserve resources adaptively to provide the desired quality of service (QoS) to not only high priority calls but also to low priority ones. Efficient adaptive reservations depend on reliable and up-to-date system status feedback provided to the CAC mechanism. However exact analysis of these schemes using multidimensional Markov chain models are intractable in real time due to the need to solve large sets of flow equations. Hence performance metrics such as call blocking probabilities of various QoS classes are generally evaluated using one dimensional Markov chain models assuming that channel occupancy times for all QoS classes have equal mean values and all arriving calls have equal capacity requirements. In this paper we re-evaluate the analytical methods to compute call blocking probabilities of various QoS classes for several widely known CAC schemes by relaxing these assumptions, and propose a novel approximation method for performance evaluation with low computational complexity. Numerical results show that proposed method provides results that match well with the exact solutions.
机译:在文献中提出了几种用于蜂窝网络的动态呼叫准入控制(CAC)用于保留资源,以便自适应地提供所需的服务质量(QoS),而不仅是高优先级的呼叫,而且对低优先级提供。高效的自适应预留取决于提供给CAC机制的可靠和最新的系统状态反馈。然而,由于需要解决大型的流动方程,使用多维马尔可夫链模型对这些方案的精确分析是实时难以解决的。因此,通常使用一个维尔科夫链模型评估各种QoS类的呼叫阻塞概率等性能度量,假设所有QoS类的信道占用时间具有相等的平均值,并且所有到达呼叫都具有相同的容量要求。在本文中,我们通过放松这些假设来重新评估各种QoS类的呼叫阻断概率,以通过放松这些假设,提出一种具有低计算复杂性的性能评估的新颖近似方法。数值结果表明,提出的方法提供了与精确解决方案相匹配的结果。

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