Intelligent Communications for Tactile Internet in 6G: Requirements, Technologies, and Challenges

被引:24
|
作者
Hou, Zhanwei [1 ]
She, Changyang [1 ]
Li, Yonghui [2 ]
Niyato, Dusit [4 ]
Dohler, Mischa [5 ]
Vucetic, Branka [1 ,3 ]
机构
[1] Univ Sydney, Sydney, NSW, Australia
[2] Univ Sydney, Wireless Engn Lab, Sydney, NSW, Australia
[3] Univ Sydney, Ctr Excellence IoT & Telecommun, Sydney, NSW, Australia
[4] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore, Singapore
[5] Kings Coll London, Wireless Commun, London, England
基金
澳大利亚研究理事会;
关键词
Tactile Internet; Industries; Performance evaluation; 5G mobile communication; Pandemics; Decision making; Ultra reliable low latency communication; LOW-LATENCY COMMUNICATIONS; OPTIMIZATION; NETWORKS;
D O I
10.1109/MCOM.006.2100227
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the presence of global pandemics, the increasing demands of remote healthcare, online education, and automation systems have driven the development of the Tactile Internet (TI), which aims to support timely and reliable interactions among humans and machines. Since ultra-reliable low-latency communications (URLLC) have been considered in the fifth generation (5G) standards, the state-of-the-art 5G mobile networks are well aligned with the TI. Nevertheless, TI applications in different vertical industries have unique requirements on top of URLLC, such as global connectivity, high mobility, and low jitter. Since these issues have not been addressed in URLLC, 5G is not ready for the full vision of the TI. Motivated by this fact, we identify promising technologies to fulfill these requirements and summarize corresponding new research challenges in the sixth generation mobile networks. To handle these new challenges, we put forward an intelligent communication framework. Specifically, machine learning is applied in prediction and decision making, where the impacts of prediction errors on the reliability of the TI are considered. In this case study, we illustrate how to implement the framework in a typical TI application. Our results show that the proposed framework has the potential to achieve zero latency and can improve the trade-offs among latency, reliability, and resource utilization efficiency remarkably compared to existing benchmarks.
引用
收藏
页码:82 / 88
页数:7
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