mlsanityData to 7 Oct 2026

Semantic-aware Digital Twin for Metaverse: A Comprehensive Review

arXiv 2305.18304 ↗First posted 12 May 2023cs.CY cs.CL cs.IRcited by 5

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Abstract (arXiv)

To facilitate the deployment of digital twins in Metaverse, the paradigm with semantic awareness has been proposed as a means for enabling accurate and task-oriented information extraction with inherent intelligence. However, this framework requires all devices in the Metaverse environment to be directly linked with the semantic model to enable faithful interpretation of messages. In contrast, this article introduces the digital twin framework, considering a smart industrial application, which enables semantic communication in conjugation with the Metaverse enabling technologies. The fundamentals of this framework are demonstrated on an industrial shopfloor management use case with a digital twin so as to improve its performance through semantic communication. An overview of semantic communication, Metaverse, and digital twins is presented. Integration of these technologies with the basic architecture as well as the impact on future industrial applications is presented. In a nutshell, this article showcases how semantic awareness can be an effective candidate in the implementation of digital twins for Metaverse applications.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 6 of its 22 references that are in the map. First posted on arXiv 12 May 2023.

Builds on

6 of 22 references.

References · 6

  1. 2021Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directionscited by 38
  2. 2021Semantic Communications in Networked Systems: A Data Significance Perspectivecited by 24
  3. 2021Rethinking Modern Communication from Semantic Coding to Semantic Communicationcited by 23
  4. 2022One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluationcited by 7
  5. 2022Federated Learning-Based Cell-Free Massive MIMO System for Privacy-Preservingcited by 3
  6. 2022Reconfigurable Intelligent Surface-Aided Joint Radar and Covert Communications: Fundamentals, Optimization, and Challengescited by 1

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Cited by year

Citing papers per year: 2023: 2; 2024: 1; 2025: 2.

5 papers.