Artificial intelligence aided next-generation networks relying on UAVs

X Liu, M Chen, Y Liu, Y Chen, S Cui… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
In this article, we propose artificial intelligence (AI) enabled unmanned aerial vehicle (UAV)
aided wireless networks (UAWN) for overcoming the challenges imposed by the random …

AI-enabled UAV communications: Challenges and future directions

AO Hashesh, S Hashima, RM Zaki, MM Fouda… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) communications gained significant
concentration as a talented technology for future wireless communications using its …

Deep Q-network based dynamic movement strategy in a UAV-assisted network

X Zhong, Y Huo, X Dong, Z Liang - 2020 IEEE 92nd Vehicular …, 2020 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-assisted communications is a promising solution to improve
the performance of future wireless networks, where UAVs are deployed as base stations for …

UAV communications with machine learning: challenges, applications and open issues

S Ben Aissa, A Ben Letaifa - Arabian Journal for Science and Engineering, 2022 - Springer
Unmanned aerial vehicles (UAV) have recently proved their ability to afford reliable and cost-
effective solutions for many real-world scenarios. The autonomy, mobility and flexibility …

HAPS-UAV-enabled heterogeneous networks: A deep reinforcement learning approach

AH Arani, P Hu, Y Zhu - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
The integrated use of non-terrestrial network (NTN) entities such as the high-altitude
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …

Unmanned-aerial-vehicle-assisted wireless networks: Advancements, challenges, and solutions

M Dai, N Huang, Y Wu, J Gao… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The rapid development of communication and computing techniques enables unmanned
aerial vehicles (UAVs) to provide reliable and cost-effective wireless communication and …

QoE-driven adaptive deployment strategy of multi-UAV networks based on hybrid deep reinforcement learning

Y Zhou, X Ma, S Hu, D Zhou… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) serve as aerial base stations to provide controlled
wireless connections for ground users. Due to their constraints on both mobility and energy …

Artificial intelligence for UAV-enabled wireless networks: A survey

MA Lahmeri, MA Kishk… - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are considered as one of the promising technologies for
the next-generation wireless communication networks. Their mobility and their ability to …

A survey on UAV-aided maritime communications: Deployment considerations, applications, and future challenges

N Nomikos, PK Gkonis, PS Bithas… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Maritime activities represent a major domain of economic growth with several emerging
maritime Internet of Things use cases, such as smart ports, autonomous navigation, and …

Fundamental trade-offs in communication and trajectory design for UAV-enabled wireless network

Q Wu, L Liu, R Zhang - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
The use of unmanned aerial vehicles (UAVs) as aerial communication platforms is of high
practical value to future wireless systems such as 5G, especially for swift and on-demand …