skip to main content
research-article

Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions

Published: 01 January 2022 Publication History

Abstract

Internet of Everything (IoE) applications such as haptics, human-computer interaction, and extended reality, using the sixth-generation (6G) of wireless systems have diverse requirements in terms of latency, reliability, data rate, and user-defined performance metrics. Therefore, enabling IoE applications over 6G requires a new framework that can be used to manage, operate, and optimize the 6G wireless system and its underlying IoE services. Such a new framework for 6G can be based on digital twins. Digital twins use a virtual representation of the 6G physical system along with the associated algorithms (e.g., machine learning, optimization), communication technologies (e.g., millimeter-wave and terahertz communication), computing systems (e.g., edge computing and cloud computing), as well as privacy and security-related technologists (e.g., blockchain). First, we present the key design requirements for enabling 6G through the use of a digital twin. Next, the architectural components and trends such as edge-based twins, cloud-based-twins, and edge-cloud-based twins are presented. Furthermore, we provide a comparative description of various twins. Finally, we outline and recommend guidelines for several future research directions.

Cited By

View all
  • (2024)ABWOA: adaptive boundary whale optimization algorithm for large-scale digital twin network constructionJournal of Cloud Computing: Advances, Systems and Applications10.1186/s13677-024-00667-z13:1Online publication date: 26-May-2024
  • (2024)Joint Optimization of Task Offloading and Service Placement for Digital Twin empowered Mobile Edge ComputingProceedings of the 2024 3rd International Conference on Networks, Communications and Information Technology10.1145/3672121.3672145(132-137)Online publication date: 7-Jun-2024
  • (2024)Boston TwinProceedings of the 15th ACM Multimedia Systems Conference10.1145/3625468.3652190(441-447)Online publication date: 15-Apr-2024
  • Show More Cited By

Index Terms

  1. Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions
    Index terms have been assigned to the content through auto-classification.

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image IEEE Communications Magazine
    IEEE Communications Magazine  Volume 60, Issue 1
    January 2022
    96 pages

    Publisher

    IEEE Press

    Publication History

    Published: 01 January 2022

    Qualifiers

    • Research-article

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 10 Nov 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)ABWOA: adaptive boundary whale optimization algorithm for large-scale digital twin network constructionJournal of Cloud Computing: Advances, Systems and Applications10.1186/s13677-024-00667-z13:1Online publication date: 26-May-2024
    • (2024)Joint Optimization of Task Offloading and Service Placement for Digital Twin empowered Mobile Edge ComputingProceedings of the 2024 3rd International Conference on Networks, Communications and Information Technology10.1145/3672121.3672145(132-137)Online publication date: 7-Jun-2024
    • (2024)Boston TwinProceedings of the 15th ACM Multimedia Systems Conference10.1145/3625468.3652190(441-447)Online publication date: 15-Apr-2024
    • (2024)Machine Learning for Channel Quality Prediction: From Concept to Experimental ValidationIEEE Transactions on Wireless Communications10.1109/TWC.2024.341753223:10_Part_2(14605-14619)Online publication date: 1-Oct-2024
    • (2024)A Cluster-Based Statistical Channel Model for Integrated Sensing and Communication ChannelsIEEE Transactions on Wireless Communications10.1109/TWC.2024.338359423:9_Part_2(11597-11611)Online publication date: 1-Sep-2024
    • (2024)Attention-Based QoE-Aware Digital Twin Empowered Edge Computing for Immersive Virtual RealityIEEE Transactions on Wireless Communications10.1109/TWC.2024.338082023:9_Part_1(11276-11290)Online publication date: 1-Sep-2024
    • (2024)Localization-Oriented Digital Twinning in 6G: A New Indoor-Positioning Paradigm and Proof-of-ConceptIEEE Transactions on Wireless Communications10.1109/TWC.2024.337303423:8_Part_2(10473-10486)Online publication date: 1-Aug-2024
    • (2024)Digital Twin for UAV-RIS Assisted Vehicular Communication SystemsIEEE Transactions on Wireless Communications10.1109/TWC.2023.334299123:7(7638-7651)Online publication date: 1-Jul-2024
    • (2024)Enabling AutoML for Zero-Touch Network Security: Use-Case Driven AnalysisIEEE Transactions on Network and Service Management10.1109/TNSM.2024.337663121:3(3555-3582)Online publication date: 1-Jun-2024
    • (2024)Colosseum as a Digital Twin: Bridging Real-World Experimentation and Wireless Network EmulationIEEE Transactions on Mobile Computing10.1109/TMC.2024.335959623:10(9150-9166)Online publication date: 1-Oct-2024
    • Show More Cited By

    View Options

    View options

    Get Access

    Login options

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media