面向元宇宙的支持6g的边缘AI:挑战、方法和未来研究方向

Luyi Chang, Zhe Zhang, Pei Li, Shan Xi, Wei-Xiang Guo, Yukang Shen, Zehui Xiong, Jiawen Kang, D. Niyato, Xiuquan Qiao, Yi Wu
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引用次数: 56

摘要

支持6g的边缘智能开启了万物互联的新时代,使人-设备-云随时随地互联成为可能。越来越多的下一代无线网络智能服务应用正在改变我们的生活方式,提高我们的生活质量。作为最热门的新一代互联网应用形式,Metaverse正在努力连接数十亿用户,创造一个虚拟与现实融合的共享世界。然而,受资源、计算能力和感官设备的限制,Metaverse还远远没有实现其沉浸式、物质化和互操作性的完整愿景。为此,本调查旨在通过支持6g的边缘AI和Metaverse的有机集成来实现这一愿景。具体来说,我们首先介绍了三种新型的边缘-元宇宙架构,它们使用支持6g的边缘AI来解决元宇宙中的资源和计算限制。然后我们总结了这些架构在Metaverse和现有解决方案中面临的技术挑战。此外,我们还探讨了边缘元宇宙架构技术如何帮助元宇宙进行交互和共享数字数据。最后,我们讨论了未来的研究方向,以实现具有6g功能的边缘AI的真实愿景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
6G-enabled Edge AI for Metaverse: Challenges, Methods, and Future Research Directions
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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