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Analysis of Traffic Distribution and Blocking Probability in Future Wireless Networks

机译:未来无线网络中的流量分布和阻塞概率分析

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Future wireless networks are envisioned to provide good quality multimedia services to mobile users anywhere at anytime. Traditional analysis of teletraffic in such networks assumes that call arrivals follow a Poisson process, as each cell is being modeled as an M/G/c/c queueing system. This does not reflect the real situation since handoff traffic arrivals are not generally Poissonian. In this paper, we propose to model each cell in future wireless networks as a G/G/ c/c queueing system. As such a model has not been explicitly addressed in the literature, our main contribution is to propose a solution which enables to evaluate both traffic distribution and blocking probability within each cell of the service area. Result analysis reveals that coefficient of variation of call arrivals has more impact on the network performance than coefficient of variation of channel holding time.
机译:可以预见,未来的无线网络可以随时随地为移动用户提供高质量的多媒体服务。在这样的网络中,对电信业务的传统分析假设呼叫到达遵循泊松过程,因为每个小区都被建模为M / G / c / c排队系统。由于交接流量的到达通常不是泊松分布,因此这并不反映实际情况。在本文中,我们建议将未来的无线网络中的每个小区建模为G / G / c / c排队系统。由于文献中尚未明确涉及这种模型,因此我们的主要贡献是提出一种解决方案,该解决方案能够评估服务区域每个小区内的流量分布和阻塞概率。结果分析表明,呼叫到达的变化系数比信道保持时间的变化系数对网络性能的影响更大。

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