Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G

S Mahboob, L Liu - IEEE Communications Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Non-Terrestrial Networks (NTN) are expected to be a critical component of 6th Generation
(6G) networks, providing ubiquitous, continuous, and scalable services. Satellites emerge as …

Evolution of high-throughput satellite systems: A vision of programmable regenerative payload

OB Yahia, Z Garroussi, O Bélanger… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
High-throughput satellite (HTS), with its digital payload technology, is expected to play a key
role as an enabler of the upcoming sixth-generation (6G) networks. HTS is mainly designed …

Multi-satellite beam hopping based on load balancing and interference avoidance for NGSO satellite communication systems

Z Lin, Z Ni, L Kuang, C Jiang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the non-uniform distribution of the ground traffic demand and the high mobility of non-
geostationary orbit (NGSO) satellites, how to make full use of the limited beam resources to …

Joint routing and scheduling optimization in time-sensitive networks using graph-convolutional-network-based deep reinforcement learning

L Yang, Y Wei, FR Yu, Z Han - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The growing number of Internet of Things (IoT) devices brings enormous time-sensitive
applications, which require real-time transmission to effectuate communication services. The …

Artificial intelligence for satellite communication and non-terrestrial networks: A survey

G Fontanesi, F Ortíz, E Lagunas, VM Baeza… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper surveys the application and development of Artificial Intelligence (AI) in Satellite
Communication (SatCom) and Non-Terrestrial Networks (NTN). We first present a …

Satellite-based ITS data offloading & computation in 6G networks: A cooperative multi-agent proximal policy optimization DRL with attention approach

SS Hassan, YM Park, YK Tun, W Saad… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The proliferation of intelligent transportation systems (ITS) has led to increasing demand for
diverse network applications. However, conventional terrestrial access networks (TANs) are …

Performance analysis in satellite communication with beam hopping using discrete-time queueing theory

Y Feng, Y Sun, M Peng - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Satellite communication with beam hopping is a promising approach to meeting wide-area
user traffic demands under on-board resource limitation. However, there is currently a lack of …

Qoe-aware cost-minimizing capacity renting for satellite-as-a-service enabled multiple-beam satcom systems

TM Kebedew, VN Ha, E Lagunas… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The advent of Satellite as a Service (SaaS) platforms has empowered satellite service
providers (SPs) to rent portions of satellite capacity from infrastructure providers (IPs) to cater …

Pattern design and power management for cognitive LEO beaming hopping satellite-terrestrial networks

T Li, R Yao, Y Fan, X Zuo, NI Miridakis… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The number of base stations (BSs) in remote areas is poor, and seamless coverage cannot
be achieved. This paper investigates a cognitive satellite-terrestrial network, including the …

NGSO satellites beam hopping strategy based on load balancing and interference avoidance for coexistence with GSO systems

Z Lin, Z Ni, L Kuang, C Jiang… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Non-geostationary orbit (NGSO) satellite communication system plays an important role in
achieving seamless global coverage and addressing the digital divide. The uneven …