Ai-driven aeronautical ad hoc networks for 6g wireless: Challenges, opportunities, and the road ahead

T Bilen, B Canberk, V Sharma, M Fahim, TQ Duong - Sensors, 2022 - mdpi.com
Aeronautical ad hoc network (AANET) has been considered a promising candidate to
complete the vision of “Internet in the sky” by supporting high-speed broadband connections …

Learning-vector-quantization-based topology sustainability for clustered-aanets

T Bilen, B Canberk - IEEE Network, 2021 - ieeexplore.ieee.org
Aeronautical ad hoc networks (AANETs) dramatically increase the Internet access rates of
aircraft by widening the coverage area thanks to the air-to-air links established. However …

Digital twin evolution for hard-to-follow aeronautical ad-hoc networks in beyond 5g

T Bilen, B Canberk, TQ Duong - IEEE Communications …, 2023 - ieeexplore.ieee.org
The aircrafts were top of the places that disrupted the seamless connectivity requirement of
5G and beyond. The Aeronautical Ad-hoc Networks (AANETs) take the attention of both …

Q-learning driven routing for aeronautical ad-hoc networks

T Bilen, B Canberk - Pervasive and Mobile Computing, 2022 - Elsevier
The aeronautical ad-hoc network (AANET) is one of the critical methodologies to satisfy the
Internet connectivity requirement of airplanes during their flights. However, the ultra-dynamic …

Deep reinforcement learning aided packet-routing for aeronautical ad-hoc networks formed by passenger planes

D Liu, J Cui, J Zhang, C Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Data packet routing in aeronautical ad-hoc networks (AANETs) is challenging due to their
high-dynamic topology. In this paper, we invoke deep reinforcement learning for routing in …

A review on AI-driven aerial access networks: Challenges and open research issues

DS Lakew, AT Tran, A Masood… - … Artificial Intelligence in …, 2023 - ieeexplore.ieee.org
Aerial access networks (AANs) consisting of low altitude platforms (LAPs) and high altitude
platforms (HAPs) have been considered as emerging wireless networking technologies to …

Aeronautical networks for in-flight connectivity: A tutorial of the state-of-the-art and survey of research challenges

T Bilen, H Ahmadi, B Canberk, TQ Duong - IEEE Access, 2022 - ieeexplore.ieee.org
The aeronautical networks attract the attention of both industry and academia since Internet
access during flights turns to the crucial demand from luxury with the evolving technology …

Artificial Intelligence in 6G Wireless Networks: Opportunities, Applications, and Challenges

A Alhammadi, I Shayea, AA El-Saleh… - … Journal of Intelligent …, 2024 - Wiley Online Library
Wireless technologies are growing unprecedentedly with the advent and increasing
popularity of wireless services worldwide. With the advancement in technology, profound …

Deep-Learning-Aided Packet Routing in Aeronautical Ad Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multiobjective …

D Liu, J Zhang, J Cui, SX Ng… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Data packet routing in aeronautical ad hoc networks (AANETs) is challenging due to their
high-dynamic topology. In this article, we invoke deep learning (DL) to assist routing in …

Distributed artificial intelligence enabled aerial-ground networks: Architecture, technologies and challenges

Z Xia, J Du, Y Ren, Z Han - IEEE Access, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) provides a promising and novel direction to design future time-
varying wireless networks by leading to significantly superior performances compared to …