Reinforcement learning based capacity management in multi-layer satellite networks

C Jiang, X Zhu - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
The development of satellite networks is drawing much more attention in recent years due to
the wide coverage ability. Composed of geosynchronous orbit (GEO), medium earth orbit …

LBS meets blockchain: an efficient method with security preserving trust in SAGIN

B Li, R Liang, W Zhou, H Yin, H Gao… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In Internet of Vehicles (IoV), the vehicle ad hoc network (VANET) provides the location-
based service (LBS) when vehicles communicate with the dynamic environment. As an …

Aeronautical Networking for the Internet-Above-the-Clouds

J Zhang, T Chen, S Zhong, J Wang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
The engineering vision of relying on the “smart sky” for supporting air traffic and the “internet-
above-the-clouds” for in-flight entertainment has become imperative for the future aircraft …

Artificial intelligence for satellite communication: A review

F Fourati, MS Alouini - Intelligent and Converged Networks, 2021 - ieeexplore.ieee.org
Satellite communication offers the prospect of service continuity over uncovered and under-
covered areas, service ubiquity, and service scalability. However, several challenges must …

Space-air-ground integrated networks: Outage performance analysis

J Ye, S Dang, B Shihada… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
By incorporating the merits of satellite, aerial, and terrestrial communications, the space-air-
ground integrated network (SAGIN) emerges in recent years as a promising solution to …

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

S Zhang, D Zhu - Computer Networks, 2020 - Elsevier
Abstract 6G is expected to support the unprecedented Internet of everything scenarios with
extremely diverse and challenging requirements. To fulfill such diverse requirements …

Space-air-ground integrated multi-domain network resource orchestration based on virtual network architecture: A DRL method

P Zhang, C Wang, N Kumar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Traditional ground wireless communication networks cannot provide high-quality services
for artificial intelligence (AI) applications such as intelligent transportation systems (ITS) due …

Survey on digital twin edge networks (DITEN) toward 6G

F Tang, X Chen, TK Rodrigues… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
The next generation (6G) wireless systems aim to cater to the Internet of Everything (IoE)
and revolutionize customer services and applications to a fully intelligent and autonomous …

HCP: Heterogeneous computing platform for federated learning based collaborative content caching towards 6G networks

ZM Fadlullah, N Kato - IEEE Transactions on Emerging Topics …, 2020 - ieeexplore.ieee.org
A heterogeneous computing architecture is essential to facilitate intelligent network traffic
control for a joint computation, communication, and collaborative caching optimization in 6G …

Physical layer security in cybertwin-enabled integrated satellite-terrestrial vehicle networks

Z Yin, N Cheng, TH Luan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, we investigate the secure vehicle communications in cybertwin-enabled
integrated satellite-terrestrial networks, where the digital twins (DTs) in the cybertwin space …