A Smart QoE Aware Network Selection Solution for IoT Systems in HetNets Based 5G Scenarios

Lina Xu, Ning Cao
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引用次数: 2

Abstract

As small cells and network Access Points (APs) have been massively deployed in the cities, industrial, academic campuses, communication techniques utilising same or different spectrum bands are required to coordinate each other and coexist in harmony. Meanwhile, User Equipments (UEs) including Internet of Things (IoT) devices are more advanced in terms of communication ability. Simultaneously supporting data transmission through multiple network interfaces is prevalent nowadays. The current networks have many diversities and will continually involves more user scenarios and more advanced smart devices. The communication between those devices, is mostly through wireless media, such as, bluetooth, WiFi or LTE. Meanwhile, with the evolution of wireless technology, the communication in most systems will migrate to Heterogeneous Networks (HetNets)/5G networks. The devices in those systems will be able to support 5G communication, enabling more than one radio access interfaces through Multiple-In-Multiple-Out (MIMO) antennas. In order to realise 5G communication, massive regulations and standards are proposed and HetNets have become one popular means since it can utilise the existing infrastructure. The focus of 5G has changes since the last generation from operator centric to user centric services. For purpose of achieving Quality of user Experience (QoE) supported 5G, network selection in HetNets based approach is necessary and also should be intelligent. In this paper, we have proposed that the classic utility function can be applied in such a HetNets scenario. With modifications on the classic utility approach, more advanced features can be enhanced to support QoE aware communication in HetNets based 5G networks. Furthermore, we have demonstrated this idea through a LTE and WiFi integrated network. A solution for smart network selection is delivered in order to achieve 1) better user experience, 2) manageable resource allocation and 3) price control. Based on the analysis, we argue that such a solution can also be extended and implemented for more complex 5G networks to accomplish QoE awareness.
基于HetNets的5G场景下物联网系统智能QoE选择解决方案
随着小型蜂窝和网络接入点(ap)在城市、工业、学术校园大量部署,要求使用相同或不同频段的通信技术相互协调,和谐共存。同时,包括物联网(IoT)设备在内的用户设备(ue)在通信能力方面更加先进。同时支持通过多个网络接口进行数据传输是目前非常普遍的。当前的网络是多种多样的,并将不断涉及更多的用户场景和更先进的智能设备。这些设备之间的通信,主要是通过无线媒体,如蓝牙,WiFi或LTE。同时,随着无线技术的发展,大多数系统的通信将向异构网络(HetNets)/5G网络迁移。这些系统中的设备将能够支持5G通信,通过多入多出(MIMO)天线实现多个无线电接入接口。为了实现5G通信,提出了大量的法规和标准,HetNets已经成为一种流行的手段,因为它可以利用现有的基础设施。自上一代以来,5G的重点已经从以运营商为中心转变为以用户为中心的服务。为了实现支持5G的用户体验质量(QoE),基于HetNets的网络选择是必要的,并且应该是智能的。在本文中,我们提出了经典效用函数可以应用于这种HetNets场景。通过对经典实用程序方法的修改,可以增强更高级的功能,以支持基于HetNets的5G网络中的QoE感知通信。此外,我们已经通过LTE和WiFi集成网络证明了这一想法。为实现1)更好的用户体验,2)可管理的资源分配,3)价格控制,提供智能网络选择解决方案。基于分析,我们认为这种解决方案也可以扩展和实施到更复杂的5G网络中,以实现QoE感知。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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