Semantic Scholar Open Access 2022 27 sitasi

Stochastic Resource Allocation for Semantic Communication-Aided Virtual Transportation Networks in the Metaverse

W. Ng Hongyang Du Wei Yang Bryan Lim Zehui Xiong D. Niyato +1 lainnya

Lihat Sumber DOI

Abstrak

The physical-virtual world synchronization to develop the Metaverse will require a massive transmission and exchange of data. In this paper, we introduce semantic communication for the development of virtual transportation networks in the Metaverse. Leveraging the perception capabilities of edge devices, virtual service providers (VSPs) can subscribe to their preferred edge devices to receive the semantic data of interest. However, the demands of the VSPs are highly dependent on the users that they are serving. To address the resource allocation problem amid stochastic user demand, we propose a stochastic semantic transmission scheme (SSTS) based on two-stage stochastic integer programming. Using real data captured by edge devices we deploy in Singapore, the simulation results show that SSTS can minimize the transmission cost of the VSPs while accounting for the users' demand uncertainties.

Topik & Kata Kunci

Computer Science

Penulis (6)

W. Ng

Hongyang Du

Wei Yang Bryan Lim

Zehui Xiong

D. Niyato

Chunyan Miao

Format Sitasi

APA MLA BibTeX

Ng, W., Du, H., Lim, W.Y.B., Xiong, Z., Niyato, D., Miao, C. (2022). Stochastic Resource Allocation for Semantic Communication-Aided Virtual Transportation Networks in the Metaverse. https://doi.org/10.1109/WCNC57260.2024.10570867

Akses Cepat

Lihat di Sumber doi.org/10.1109/WCNC57260.2024.10570867

Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Total Sitasi: 27×
Sumber Database: Semantic Scholar
DOI: 10.1109/WCNC57260.2024.10570867
Akses: Open Access ✓