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

机译:LTE和超出蜂窝系统多播资源分配的多标准方法

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摘要

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:多媒体应用和增强设备的快速增长(即,容量和计算)引导了网络基础架构来管理具有不同信道质量,应用要求和服务约束的许多用户。在这样的场景中,很明显需要找到能够保证能够保证良好的性能水平的性能,而且需要在网络侧,而且还需要保证良好的性能。为此,本文介绍了一种基于利用多标准决策方法(即,ActeSIS)的思想来介绍多播资源分配的新方法,该方法适当地设计成同时考虑到频谱分配过程中的两个提供商和用户的好处。特别是,我们比较了有前途的多播无线电资源策略,即分组,定制以利用(i)本地吞吐量,(ii)局部公平,(iii)子组最小不满意索引的不同成本函数。在长期演进(LTE)宏小区(LTE)宏小区中进行可扩展的多播视频流的所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,这优于来自文献的现有方法。实际上,在考虑遇到不同频道和服务质量级别的多播用户时,它成功地提供了更高的数据速率和改进的用户满意度。

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