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A Multi-Criteria Approach for Multicast Resource Allocation over LTE and Beyond Cellular Systems

机译:LTE和超越蜂窝系统的多资源分配的多准则方法

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The fast growing of multimedia applications and enhanced device (i.e., in capacity and computing) leads the network infrastructure to manage a number of users with different channel qualities, application requirements, and service constraints. In such a scenario, is evident the need to find a resource scheduling procedure able to guarantee good levels of performance not only on the network-side but also to the user-side. To this end, this paper introduces a novel approach for multicast resource allocation based on the idea of exploiting a multi-criteria decision method (i.e., namely TOPSIS) properly designed to simultaneously take into account both provider and user benefits during the spectrum allocation process. In particular, we compared a promising multicast radio resource strategy, i.e., subgrouping, tailored to exploit different cost functions represented by (i) local throughput, (ii) local fairness, and (iii) subgroup minimum dissatisfaction index. The obtained results, performed for the delivery of scalable multicast video flows in a Long Term Evolution (LTE) macrocell, demonstrate the effectiveness of the TOPSIS-based radio resource management scheme, which outperforms existing approaches from the literature. Indeed, it succeeds to provide higher data rate and an improved user satisfaction when considering multicast users experiencing different levels of channel and service quality.
机译:多媒体应用程序和增强型设备(即容量和计算能力)的快速增长导致网络基础设施管理大量具有不同信道质量,应用程序要求和服务限制的用户。在这种情况下,很明显需要找到一种资源调度过程,该过程不仅可以在网络侧而且可以在用户侧保证良好的性能水平。为此,本文介绍了一种新颖的多播资源分配方法,该方法基于以下思想:利用多标准决策方法(即TOPSIS),该方法经过适当设计,可以在频谱分配过程中同时考虑提供商和用户的利益。特别是,我们比较了一种有前途的多播无线电资源策略,即子分组,该子分组经过调整以利用以下不同的成本函数:(i)本地吞吐量,(ii)本地公平性和(iii)子组最小不满意指数。为在长期演进(LTE)宏小区中交付可伸缩多播视频流而执行的获得的结果证明了基于TOPSIS的无线电资源管理方案的有效性,该方案优于文献中的现有方法。实际上,当考虑到经历不同级别的信道和服务质量的多播用户时,它成功地提供了更高的数据速率和更高的用户满意度。

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