Advancing education through extended reality and internet of everything enabled metaverses: applications, challenges, and open issues

SK Jagatheesaperumal, K Ahmad… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Metaverse has evolved as one of the popular research agenda that let users learn, socialize,
and collaborate in a networked 3-D immersive virtual world. Due to the rich multimedia …

A survey of mobile edge computing for the metaverse: Architectures, applications, and challenges

Y Wang, J Zhao - 2022 IEEE 8th International Conference on …, 2022 - ieeexplore.ieee.org
Metaverse is an emerging virtual universe where humans can have real-time interactions
and solid social links like in the physical world, and it opens up a new era of Internet and …

Federated learning for metaverse: A survey

Y Chen, S Huang, W Gan, G Huang, Y Wu - Companion Proceedings of …, 2023 - dl.acm.org
The metaverse, which is at the stage of innovation and exploration, faces the dilemma of
data collection and the problem of private data leakage in the process of development. This …

A survey on federated learning for the healthcare metaverse: Concepts, applications, challenges, and future directions

AK Bashir, N Victor, S Bhattacharya… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent technological advancements have considerately improved healthcare systems to
provide various intelligent healthcare services and improve the quality of life. Federated …

Privacy computing meets metaverse: Necessity, taxonomy and challenges

C Chen, Y Li, Z Wu, C Mai, Y Liu, Y Hu, J Kang… - Ad Hoc Networks, 2024 - Elsevier
Metaverse, the core of the next-generation Internet, is a computer-generated holographic
digital environment that simultaneously combines spatio-temporal, immersive, real-time …

Federated learning in heterogeneous wireless networks with adaptive mixing aggregation and computation reduction

J Li, X Liu, T Mahmoodi - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
Despite the recent advancements achieved by federated learning (FL), its real-world
deployment is significantly impeded by the heterogeneous learning environment …

Affective Computing and the Road to an Emotionally Intelligent Metaverse

F Pervez, M Shoukat, M Usama… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The metaverse is currently undergoing a profound transformation, fundamentally reshaping
our perception of reality. It has transcended its origins to become an expansion of human …

FLSTRA: Federated learning in stratosphere

A Farajzadeh, A Yadav, O Abbasi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
We propose a federated learning (FL) in stratosphere (FLSTRA) system, where a high
altitude platform station (HAPS) facilitates a large number of terrestrial clients to …

Multi-tasking federated learning meets blockchain to foster trust and security in the Metaverse

H Moudoud, S Cherkaoui - Ad Hoc Networks, 2023 - Elsevier
The Metaverse is a term that refers to a shared virtual space where users can interact with
each other and with a virtual environment in real-time. The Metaverse has gained a lot of …

Mobile augmented reality with federated learning in the metaverse

X Zhou, J Zhao - arXiv preprint arXiv:2212.08324, 2022 - arxiv.org
The Metaverse is deemed the next evolution of the Internet and has received much attention
recently. Metaverse applications via mobile augmented reality (MAR) require rapid and …