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Real-Time Digital Twins: Vision and Research Directions for 6G and Beyond
- Publication Year :
- 2023
-
Abstract
- This article presents a vision where \textit{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 the advances in precise 3D maps, multi-modal sensing, 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.<br />The 6G digital twin research platform will be available soon on https://deepverse6g.net/
- Subjects :
- Signal Processing (eess.SP)
FOS: Computer and information sciences
Computer Science - Machine Learning
Information Theory (cs.IT)
Computer Science - Information Theory
FOS: Electrical engineering, electronic engineering, information engineering
Electrical Engineering and Systems Science - Signal Processing
Machine Learning (cs.LG)
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....0a9d6e46da73adfe5467eaecc212fc92
- Full Text :
- https://doi.org/10.13140/rg.2.2.10895.25763