The Seven Worlds and Experiences of the Wireless Metaverse: Challenges
and Opportunities
- URL: http://arxiv.org/abs/2304.10282v1
- Date: Thu, 20 Apr 2023 13:04:52 GMT
- Title: The Seven Worlds and Experiences of the Wireless Metaverse: Challenges
and Opportunities
- Authors: Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi,
Merouane Debbah
- Abstract summary: Wireless metaverse will create diverse user experiences at the intersection of the physical, digital, and virtual worlds.
We present a holistic vision of a limitless, wireless metaverse that distills the metaverse into an intersection of seven worlds and experiences.
We highlight the need for end-to-end synchronization of DTs, and the role of human-level AI and reasoning abilities for cognitive avatars.
- Score: 58.42198877478623
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The wireless metaverse will create diverse user experiences at the
intersection of the physical, digital, and virtual worlds. These experiences
will enable novel interactions between the constituents (e.g., extended reality
(XR) users and avatars) of the three worlds. However, remarkably, to date,
there is no holistic vision that identifies the full set of metaverse worlds,
constituents, and experiences, and the implications of their associated
interactions on next-generation communication and computing systems. In this
paper, we present a holistic vision of a limitless, wireless metaverse that
distills the metaverse into an intersection of seven worlds and experiences
that include the: i) physical, digital, and virtual worlds, along with the ii)
cyber, extended, live, and parallel experiences. We then articulate how these
experiences bring forth interactions between diverse metaverse constituents,
namely, a) humans and avatars and b) connected intelligence systems and their
digital twins (DTs). Then, we explore the wireless, computing, and artificial
intelligence (AI) challenges that must be addressed to establish
metaverse-ready networks that support these experiences and interactions. We
particularly highlight the need for end-to-end synchronization of DTs, and the
role of human-level AI and reasoning abilities for cognitive avatars. Moreover,
we articulate a sequel of open questions that should ignite the quest for the
future metaverse. We conclude with a set of recommendations to deploy the
limitless metaverse over future wireless systems.
Related papers
- Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G [58.440115433585824]
Building future wireless systems that support services like digital twins (DTs) is challenging to achieve through advances to conventional technologies like meta-surfaces.
While artificial intelligence (AI)-native networks promise to overcome some limitations of wireless technologies, developments still rely on AI tools like neural networks.
This paper revisits the concept of AI-native wireless systems, equipping them with the common sense necessary to transform them into artificial general intelligence (AGI)-native systems.
arXiv Detail & Related papers (2024-04-29T04:51:05Z) - V-IRL: Grounding Virtual Intelligence in Real Life [65.87750250364411]
V-IRL is a platform that enables agents to interact with the real world in a virtual yet realistic environment.
Our platform serves as a playground for developing agents that can accomplish various practical tasks.
arXiv Detail & Related papers (2024-02-05T18:59:36Z) - Metaverse: A Vision, Architectural Elements, and Future Directions for
Scalable and Realtime Virtual Worlds [24.381786472997355]
The Metaverse has the prospective to extend the physical world using virtual and augmented reality.
It has the potential to impact people in the way they interact on social media, collaborate in their work, perform marketing and business, teach, learn, and even access personalized healthcare.
This paper presents the temporal evolution of Metaverse definitions and captures its evolving requirements.
arXiv Detail & Related papers (2023-08-21T08:23:10Z) - Beyond Reality: The Pivotal Role of Generative AI in the Metaverse [98.1561456565877]
This paper offers a comprehensive exploration of how generative AI technologies are shaping the Metaverse.
We delve into the applications of text generation models like ChatGPT and GPT-3, which are enhancing conversational interfaces with AI-generated characters.
We also examine the potential of 3D model generation technologies like Point-E and Lumirithmic in creating realistic virtual objects.
arXiv Detail & Related papers (2023-07-28T05:44:20Z) - A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling
Technologies,and Challenges [93.06849621984684]
"The successor to the mobile Internet", the Metaverse has grown in popularity.
lite versions of the Metaverse exist today, but they are far from realizing the full vision of an immersive, embodied, and interoperable Metaverse.
Without addressing the issues of implementation from the communication and networking, the Metaverse is difficult to succeed the Internet.
We discuss the computation challenges and cloud-edge-end computation framework-driven solutions to realize the Metaverse on resource-constrained edge devices.
arXiv Detail & Related papers (2022-03-10T16:48:51Z) - Artificial Intelligence for the Metaverse: A Survey [66.57225253532748]
We first deliver a preliminary of AI, including machine learning algorithms and deep learning architectures, and its role in the metaverse.
We then convey a comprehensive investigation of AI-based methods concerning six technical aspects that have potentials for the metaverse.
Several AI-aided applications, such as healthcare, manufacturing, smart cities, and gaming, are studied to be deployed in the virtual worlds.
arXiv Detail & Related papers (2022-02-15T03:34:56Z) - All One Needs to Know about Metaverse: A Complete Survey on
Technological Singularity, Virtual Ecosystem, and Research Agenda [25.659396729286517]
The term metaverse' has been coined to further facilitate the digital transformation in every aspect of our physical lives.
While the metaverse may seem futuristic, catalysed by emerging technologies such as Extended Reality, 5G, and Artificial Intelligence, the digital big bang' of our cyberspace is not far away.
arXiv Detail & Related papers (2021-10-06T07:44:52Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.