Resource Allocation with Automated QoE Assessment in 5G/B5G Wireless Systems

被引:13
|
作者
Dudin, Basel [1 ]
Abu Ali, Najah [2 ]
Radwan, Ayman [3 ]
Taha, Abd-Elhamid M. [1 ]
机构
[1] Alfaisal Univ, Riyadh, Saudi Arabia
[2] United Arab Emirates Univ, Al Ain, U Arab Emirates
[3] Inst Telecomunicaes, Aveiro, Portugal
来源
IEEE NETWORK | 2019年 / 33卷 / 04期
关键词
Network architecture - 5G mobile communication systems;
D O I
10.1109/MNET.2019.1800463
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
5G and B5G systems will be designed to better utilize the scarce spectrum. This improvement will be realized through enhanced allocation and management schemes, as well the added viability of utilizing unlicensed spectrum. Meanwhile, 5G/B5G emphasize an ever more personalized communication experience through adapting network and spectrum choice to user requirements and experience. QoE thus becomes a critical basis for resource allocation in future networks. However, current QoE approaches are largely static and offline, making them unfit for the highly dynamic and demanding nature of future communication. To overcome this limitation, we propose a resource allocation architecture with automated QoE assessment. The architecture builds on recent advances in affective computing and sensing, and accounts for allocation considerations in a mixed (licensed/unlicensed) context.
引用
收藏
页码:76 / 81
页数:6
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