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Metaverse - Astrophysics Data System

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Last Updated: 23 April 2022

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

Our way of life and improving our quality of life are changing as a result of the latest generation of next-generation wireless network smart service applications. Metaverse is aiming to connect billions of users and create a virtual world where virtual and real combine in a new avatar of next-generation Internet applications, as the hottest new next-generation Internet applications. In Metaverse, we first introduce three new designs of edge-Metaverse architectures that use 6G-enabled edge AI to solve resource and computation challenges. In addition, we explore how Metaverse's edge-Metaverse architecture technology aids them Metaverse to collaborate and post digital data.

Source link: https://ui.adsabs.harvard.edu/abs/2022arXiv220406192C/abstract


A Preliminary Frame of Improved TCP/IP Model for Metaverse Networks

Different immerging virtual worlds communicate with each other, as it is well known that the internet will play a key role in metaverse's infrastructure. It is also known that internet will play a key role in metaverse's internet infrastructure. At first, a new layer called metaverse layer is introduced. And then, this layer is inserted as the top layer, i. e. , the top layer of the application layer in the TCP/IP scheme.

Source link: https://ui.adsabs.harvard.edu/abs/2022JPhCS2216a2109Z/abstract


Semantic Information Market For The Metaverse: An Auction Based Approach

We explore the networking and communication issues of designing a digital copy in the Metaverse digital twin's. Specifically, a virtual service provider that is responsible for building and rendering the Metaverse, is required to use the IoT devices' data to produce a virtual representation of the physical world. In addition, the Metaverse requires a fast replication of the digital copy, which puts further limits on the data transmission delay. We recommend that the IoT devices be fitted with semantic information extraction algorithms to minimize the size of the transmitted messages over the radio channels in order to solve the aforementioned issues. Since many IoT devices will be able to export their semantic data to the VSP, we recommend a straightforward reverse auction system that helps the VSP select only IoT devices that will improve the quality of its virtual version of objects by the semantic information.

Source link: https://ui.adsabs.harvard.edu/abs/2022arXiv220404878I/abstract


Compute- and Data-Intensive Networks: The Key to the Metaverse

However, the emergence of Metaverse applications, where users consume multimedia experiences that result from a real-time combination of distributed live sources and stored digital assets, has changed the demands for, and possibilities of, distributed caching, computation, and communication. We then describe a comprehensive cloud network flow mathematical framework, intended for the end-to-end optimization and monitoring of such devices, as well as numerical results demonstrating its usefulness in the efficient operation of Metaverse-ready networks.

Source link: https://ui.adsabs.harvard.edu/abs/2022arXiv220402001C/abstract


MetaAID: A Flexible Framework for Developing Metaverse Applications via AI Technology and Human Editing

Lastly, the first challenge is that metaverse application development will eventually need the support of numerous artificial intelligence tools, including natural language processing, knowledge graph, computer vision, and machine learning, etc. However, current metaverse application development, however, does not have a lightweight AI technology framework. This paper introduces a flexible metaverse AI technology framework metaAID that aims to promote language and semantic technologies in the creation of digital twins and virtual humans. The second challenge is that the prototyping of metaverse applications requires both scientific design and manual editing, and most often becomes a large multi-team collaboration effort, not to mention the creation of metaverse applications in various industries. Our framework outlines common AI technologies and application development templates with common functional modules and interfaces. Experimental results show that our framework can use AI technologies for creating metaverse applications in various industries.

Source link: https://ui.adsabs.harvard.edu/abs/2022arXiv220401614Z/abstract

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions