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 …

6G in the sky: On-demand intelligence at the edge of 3D networks

EC Strinati, S Barbarossa, T Choi, A Pietrabissa… - arXiv preprint arXiv …, 2020 - arxiv.org
6G will exploit satellite, aerial and terrestrial platforms jointly to improve radio access
capability and to unlock the support of on-demand edge cloud services in the three …

The frontiers of deep reinforcement learning for resource management in future wireless HetNets: Techniques, challenges, and research directions

A Alwarafy, M Abdallah, BS Çiftler… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Next generation wireless networks are expected to be extremely complex due to their
massive heterogeneity in terms of the types of network architectures they incorporate, the …

AI-empowered maritime Internet of Things: A parallel-network-driven approach

T Yang, J Chen, N Zhang - IEEE Network, 2020 - ieeexplore.ieee.org
As one of the key technologies for realizing a fully digitalized world, the Internet of Things
(IoT) requires ubiquitous connections across both land and sea. However, due to lack of …

AI-aided integrated terrestrial and non-terrestrial 6G solutions for sustainable maritime networking

S Saafi, O Vikhrova, G Fodor, J Hosek… - IEEE Network, 2022 - ieeexplore.ieee.org
The maritime industry is experiencing a technological revolution that affects shipbuilding,
operation of both seagoing and inland vessels, cargo management, and working practices …

Deep reinforcement learning for mobile 5G and beyond: Fundamentals, applications, and challenges

Z Xiong, Y Zhang, D Niyato, R Deng… - IEEE Vehicular …, 2019 - ieeexplore.ieee.org
Future-generation wireless networks (5G and beyond) must accommodate surging growth in
mobile data traffic and support an increasingly high density of mobile users involving a …

Double-edge intelligent integrated satellite terrestrial networks

J Zhang, X Zhang, P Wang, L Liu… - China …, 2020 - ieeexplore.ieee.org
The efficient integration of satellite and terrestrial networks has become an important
component for 6G wireless architectures to provide highly reliable and secure connectivity …

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 …

Combination of ultra-dense networks and other 5G enabling technologies: A survey

MA Adedoyin, OE Falowo - IEEE Access, 2020 - ieeexplore.ieee.org
Recently, to address the astonishing capacity requirement of 5G, researchers are
investigating the possibility of combining different technologies with ultra-dense networks …

Multi-agent reinforcement learning for dynamic resource management in 6G in-X subnetworks

X Du, T Wang, Q Feng, C Ye, T Tao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The 6G network enables a subnetwork-wide evolution, resulting in a “network of
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …