基于模糊逻辑系统的QoE模型在HetNets环境下的卸载决策

N. Torjemen, G. E. M. Zhioua, N. Tabbane
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引用次数: 4

摘要

为了应对激增的交通需求,提出了几种方法。基于LTE-A和Wi-Fi网络的HetNet是被运营商广泛用作下一代蜂窝网络的有前途的架构之一。在本文中,我们提出了一种新的从LTE-A到Wi-Fi的卸载方案。它基于称为QoE Score的新QoE度量,该度量允许考虑用户的业务价值。QoE分数由模糊逻辑系统给出,并作为卸载决策的关键指标。结果表明,在确保良好的终端用户QoE的同时,可以将超过65%的LTE-A转移到Wi-Fi。此外,与我们以前的多约束算法相比,它取得了更好的效果。
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QoE model based on fuzzy logic system for offload decision in HetNets environment
To cope the surge traffic demand, several approaches are proposed. The HetNet, based on LTE-A and Wi-Fi networks, is one of the promising architecture widely used by operators as the next generation of their cellular networks. In this paper, we propose a new offload schema from LTE-A to Wi-Fi. It is based on new QoE metric called QoE Score which allows to takes into consideration the business value of the users. The QoE Score is given by a fuzzy logic system and used as key metric for offload decision in our algorithm. Results show that more than 65% can be offloaded from LTE-A to Wi-Fi while ensuring a good end user QoE. In addition, it achieves better results compared to our previous multi constraints algorithm.
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