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Adaptive admission control in wireless multimedia networks under non-uniform traffic conditions

机译:非均匀流量条件下无线多媒体网络中的自适应准入控制

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Adaptive admission control in cellular wireless networks reserves bandwidth for handoff calls, which is proportional to the traffic intensity in the surrounding cells. This paper analyzes performance (QoS) of the adaptive admission algorithm in the presence of nonuniform traffic conditions in the network. We model the performance of small, moderate, and large hot-spots, and analyze average cell capacity utilizations and their derivatives when the hot-spot new call arrival rate is growing and surrounding cells operate at the constant load. The analysis shows that under sufficient bandwidth reservation, derivatives of the hot-spot cell capacity utilizations converge to zero for hot-spot call arrival rates larger than twice the nominal load. Since the average utilization is the linear combination of all the state probabilities of the Markov chain, the convergence of its derivative to zero under high offered loads means that the derivatives of other linear combinations of state probabilities, such as handoff dropping probability and new call blocking probability, will also converge to zero. Therefore, handoff dropping probability and new call blocking probability must be bounded by the logarithmic function of new call arrival rate for large arrival rates. Due to the feedback property embedded in the bandwidth reservation process, our admission algorithm offers QoS bounds both under nominal load and under high arrival rates. The analytical results have been validated by simulations.
机译:蜂窝无线网络中的自适应接纳控制为切换呼叫保留带宽,该带宽与周围小区中的业务强度成正比。本文分析了网络中存在非均匀流量情况下的自适应接纳算法的性能(QoS)。我们对小型,中型和大型热点的性能进行建模,并在热点新呼叫到达率不断增长且周围小区以恒定负载运行时分析平均小区容量利用率及其派生因素。分析表明,在足够的带宽预留下,对于热点呼叫到达率大于标称负载两倍的热点,小区容量利用率的导数收敛为零。由于平均利用率是马尔可夫链所有状态概率的线性组合,因此在高负载下其导数收敛为零意味着其他状态概率线性组合的导数,例如越区切换掉线概率和新呼叫阻塞概率,也将收敛到零。因此,对于大到达率,越区切换掉落概率和新呼叫阻塞概率必须由新呼叫到达率的对数函数来限制。由于带宽预留过程中嵌入了反馈属性,因此我们的接纳算法在标称负载和高到达速率下均提供了QoS边界。分析结果已通过仿真验证。

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