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Comparison between access selection algorithms in multi-operator wireless networks

机译:多运营商无线网络中的接入选择算法之间的比较

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In fifth generation mobile network, Radio Access Network sharing is an attractive solution for operators to counter the traffic growth and build cost-effective networks in order to improve coverage and capacity at reasonable investments and operational costs. It consists of sharing radio access resources between two or more operators. In such multi-operator environment access selection decision is an important issue for the mobile user and his home operator which the user has contract with. In literature, the majority of access selection algorithms are based on game theory which is very complex for implementation and the decision is slower in comparison with Multiple Attributes Decision Making (MADM) methods. In this paper, we apply Simple Additive Weighting (SAW) methods and Nearest Performance Handover (NPH) algorithm for the access selection in a multi-operator environment. These algorithms based on MADM were initially conceived for the selection decision in a single operator environment. In addition, we compare the performance of these algorithms with our previously proposed cost function for the access selection in a multi-operator sharing network. Performance analyses are made in terms of user blocking percentages and global achieved profit. Simulation results showed that our decision algorithm guarantee the lowest blocking probability for all operators, it prevents overloading operator's with high numbers of guest users which affect own clients acceptance. In addition, it improves global achieved profits for all cooperating operators. However, SAW methods showed better performance than NPH concerning users blocking percentages, but NPH guarantees higher profits than SAW methods for the operators with limited capacity.
机译:在第五代移动网络中,对于运营商而言,无线接入网络共享是一种有吸引力的解决方案,可应对流量增长并构建具有成本效益的网络,从而以合理的投资和运营成本来提高覆盖范围和容量。它包括在两个或多个运营商之间共享无线电接入资源。在这样的多运营商环境中,对于移动用户及其与之签有合同的他的家庭运营商,访问选择决定是重要的问题。在文献中,大多数访问选择算法都是基于博弈论的,该博弈论的实现非常复杂,并且与多属性决策(MADM)方法相比,决策速度较慢。在本文中,我们将简单加总加权(SAW)方法和最近性能切换(NPH)算法应用于多运营商环境中的访问选择。这些基于MADM的算法最初是为在单个操作员环境中进行选择决策而构思的。此外,我们将这些算法的性能与我们先前提出的成本函数进行了比较,以用于多运营商共享网络中的访问选择。根据用户阻止百分比和全球已实现利润进行性能分析。仿真结果表明,我们的决策算法保证了所有运营商的最低阻塞率,可以防止运营商过多的来宾用户超负荷而影响自身客户的接受度。此外,它还提高了所有合作运营商在全球范围内获得的利润。但是,在用户阻塞率方面,SAW方法表现出比NPH更好的性能,但是NPH对于容量有限的运营商而言,比SAW方法保证更高的利润。

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