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User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin

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arxiv 2410.02688 v2 pith:RZGSM5AP submitted 2024-10-03 cs.NI cs.AI

User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin

classification cs.NI cs.AI
keywords userdataframeworkmanagementnetworkuser-centriccommunicationscustomized
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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In this article, we present a novel user-centric service provision for immersive communications (IC) in 6G to deal with the uncertainty of individual user behaviors while satisfying unique requirements on the quality of multi-sensory experience. To this end, we propose a data-oriented framework for network resource management, featuring personalized data management that can support network modeling tailored to different user demands. Our framework leverages the digital twin (DT) technique as a key enabler. Particularly, a DT is established for each user, and the data attributes in the DT are customized based on the characteristics of the user. The DT functions, corresponding to various data operations, are customized in the development, evaluation, and update of network models to meet unique user demands. A trace-driven case study demonstrates the effectiveness of our framework in achieving user-centric IC and the significance of personalized data management in 6G.

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