论文标题

6G启用的Edge AI用于Metaverse:挑战,方法和未来的研究方向

6G-enabled Edge AI for Metaverse: Challenges, Methods, and Future Research Directions

论文作者

Chang, Luyi, Zhang, Zhe, Li, Pei, Xi, Shan, Guo, Wei, Shen, Yukang, Xiong, Zehui, Kang, Jiawen, Niyato, Dusit, Qiao, Xiuquan, Wu, Yi

论文摘要

6G启用的Edge Intelligence打开了所有事物的新时代,并可以随时随地在任何地方互连云。越来越多的下一代无线网络智能服务应用程序正在改变我们的生活方式并改善我们的生活质量。作为下一代Internet应用程序最热门的新形式,Metaverse正在努力连接数十亿个用户,并创建一个共享的世界,其中虚拟和现实合并。但是,受资源,计算能力和感官设备的限制,元视频仍然远非实现其沉浸式,物质化和互操作性的全部视野。为此,这项调查旨在通过6G启用的边缘AI和Metaverse的有机整合来实现这一愿景。具体而言,我们首先引入了三种新型的Edge-Metaverse架构,这些架构使用6G启用的边缘AI来求解资源和计算元元素的限制。然后,我们总结了这些体系结构在Metavers和现有解决方案中面临的技术挑战。此外,我们探讨了边缘 - 塔福架构技术如何帮助元互动和共享数字数据。最后,我们讨论了未来的研究方向,以实现6G启用的边缘AI实现Metaverse的真实愿景。

6G-enabled edge intelligence opens up a new era of Internet of Everything and makes it possible to interconnect people-devices-cloud anytime, anywhere. More and more next-generation wireless network smart service applications are changing our way of life and improving our quality of life. As the hottest new form of next-generation Internet applications, Metaverse is striving to connect billions of users and create a shared world where virtual and reality merge. However, limited by resources, computing power, and sensory devices, Metaverse is still far from realizing its full vision of immersion, materialization, and interoperability. To this end, this survey aims to realize this vision through the organic integration of 6G-enabled edge AI and Metaverse. Specifically, we first introduce three new types of edge-Metaverse architectures that use 6G-enabled edge AI to solve resource and computing constraints in Metaverse. Then we summarize technical challenges that these architectures face in Metaverse and the existing solutions. Furthermore, we explore how the edge-Metaverse architecture technology helps Metaverse to interact and share digital data. Finally, we discuss future research directions to realize the true vision of Metaverse with 6G-enabled edge AI.

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