[en] The authors explore the integration of digital twin technology with 6G NTNs to enhance resource allocation and network management. This article has been accepted for inclusion in a future issue of this magazine. Content is final as presented, with the exception of pagination.
Disciplines :
Computer science
Author, co-author :
Al-Hraishawi, Hayder; Junaid ur Rehman is also with King, University of Luxembourg, Luxembourg ; Fahd University of Petroleum and Minerals, Saudi Arabia
Alsenwi, Madyan; Junaid ur Rehman is also with King, University of Luxembourg, Luxembourg
Ur Rehman, Junaid; Junaid ur Rehman is also with King, University of Luxembourg, Luxembourg
LAGUNAS, Eva ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
CHATZINOTAS, Symeon ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
External co-authors :
yes
Language :
English
Title :
Digital Twin for Enhanced Resource Allocation in 6G Non-Terrestrial Networks
Publication date :
2024
Journal title :
IEEE Communications Magazine
ISSN :
0163-6804
eISSN :
1558-1896
Publisher :
Communications Society of Institute of Electrical and Electronics Engineers, New-York, United States - New York
S. Mahboob and L. Liu, "Revolutionizing Future Connectivity: A Contemporary Survey on AI-Empowered Satellite-Based Non-Terrestrial Networks in 6G, " IEEE Commun. Surveys Tuts., vol. 26, no. 2, 2024, pp. 1279-1321.
H. Al-Hraishawi et al., "A Survey on Nongeostationary Satellite Systems: The Communication Perspective, " IEEE Commun. Surveys Tuts., vol. 25, no. 1, Aug. 2023, pp. 101-32.
S. Mihai et al., "Digital Twins: A Survey on Enabling Technologies, Challenges, Trends and Future Prospects, " IEEE Commun. Surveys Tuts., vol. 24, no. 4, 2022, pp. 2255-91.
L. U. Khan et al., "Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities, " IEEE Commun. Surveys Tuts., vol. 24, no. 4, Aug. 2022, pp. 2230-54.
B. Mao et al., "Digital Twin Satellite Networks Toward 6G: Motivations, Challenges, and Future Perspectives, " IEEE Network, vol. 38, no. 1, 2024, pp. 54-60.
L. Zhao et al., "INTERLINK: A Digital Twin-Assisted Storage Strategy for Satellite-Terrestrial Networks, " IEEE Trans. Aerosp. Electron. Syst., vol. 58, no. 5, 2022, pp. 3746-59.
H. Fan et al., "Dynamic Digital Twin and Online Scheduling for Contact Window Resources in Satellite Network, " IEEE Trans. Ind. Informat., vol. 19, no. 5, 2023, pp. 7217-27.
ITU-T Rec. Y. 3090, "Digital Twin Network-Requirements and Architecture, " Int'l. Telecommunication Union, Standard, 2021.
G. Sciddurlo et al., "Looking at NB-IoT over LEO Satellite Systems: Design and Evaluation of a Service-Oriented Solution, " IEEE Internet Things J., vol. 9, no. 16, Aug. 2022, pp. 14, 952-64.
C. Jiang and X. Zhu, "Reinforcement Learning Based Capacity Management in Multi-Layer Satellite Networks, " IEEE Trans. Commun., vol. 19, no. 7, Apr. 2020, pp. 4685-99.
T. K. Rodrigues and N. Kato, "Network Slicing With Centralized and Distributed Reinforcement Learning for Combined Satellite/Ground Networks in a 6G Environment, " IEEE Wireless Commun., vol. 29, no. 1, Feb. 2022, pp. 104-10.
H. Huang, S. Guo, and K. Wang, "Envisioned Wireless Big Data Storage for Low-Earth-Orbit Satellite-Based Cloud, " IEEE Wireless Commun., vol. 25, no. 1, Feb. 2018, pp. 26-31.
G. Bersuker, M. Mason, and K. L. Jones, "Neuromorphic Computing: The Potential for High-Performance Processing in Space, " Game Changer, 2018, pp. 1-12.
A. Trichili et al., "Roadmap to Free Space Optics, " J. Opt. Soc. Am., vol. 37, no. 11, Nov. 2020, pp. A184-201.
M. Polese et al., "Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges, " IEEE Commun. Surveys Tuts., 2023, pp. 1-1.
