Real-Time Digital Twins: Vision and Research Directions for 6G and Beyond

被引:43
|
作者
Alkhateeb, Ahmed [1 ]
Jiang, Shuaifeng [2 ]
Charan, Gouranga [3 ]
机构
[1] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA
[2] Southeast Univ, Informat Technol, Nanjing, Peoples R China
[3] Indian Inst Technol Kharagpur, Instrumentat Engn, Kharagpur, India
关键词
Digital twins; Real-time systems; Sensors; Three-dimensional displays; Wireless communication; Wireless sensor networks; Ray tracing; OPPORTUNITIES;
D O I
10.1109/MCOM.001.2200866
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
This article presents a vision where real-time digital twins of the physical wireless environments are continuously updated using multi-modal sensing data from the distributed infrastructure and user devices, and are used to make communication and sensing decisions. This vision is mainly enabled by advances in precise 3D maps, multi-modal sens-ing, ray-tracing computations, and machine/deep learning. This article details this vision, explains the different approaches for constructing and utilizing these real-time digital twins, discusses the applications and open problems, and presents a research platform that can be used to investigate various digital twin research directions.
引用
收藏
页码:128 / 134
页数:7
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