Age of Information minimization in UAV-aided data collection for WSN and IoT applications: A systematic review

OA Amodu, UA Bukar, RAR Mahmood, C Jarray… - Journal of Network and …, 2023 - Elsevier
The use of unmanned aerial vehicles (UAVs) for data gathering in wireless sensor networks
(WSNs) and Internet of Things (IoT) applications has significantly gained interest in recent …

A survey on reinforcement learning for reconfigurable intelligent surfaces in wireless communications

AA Puspitasari, BM Lee - Sensors, 2023 - mdpi.com
A reconfigurable intelligent surface (RIS) is a development of conventional relay technology
that can send a signal by reflecting the signal received from a transmitter to a receiver …

Deep-reinforcement-learning-based joint 3-D navigation and phase-shift control for mobile Internet of Vehicles assisted by RIS-equipped UAVs

M Eskandari, AV Savkin - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are utilized to improve the performance of wireless
communication networks (WCNs), notably, in the context of Internet of Things (IoT) …

Joint optimization design of RIS-assisted hybrid FSO SAGINs using deep reinforcement learning

M Wu, K Guo, Z Lin, X Li, K An… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Satellite-aerial-ground integrated networks (SAGINs) have emerged as a promising
infrastructure for next-generation wireless networks. Considering the fading effects of …

A survey on the design aspects and opportunities in age-aware uav-aided data collection for sensor networks and internet of things applications

OA Amodu, R Nordin, C Jarray, UA Bukar… - Drones, 2023 - mdpi.com
Due to the limitations of sensor devices, including short transmission distance and
constrained energy, unmanned aerial vehicles (UAVs) have been recently deployed to …

Secure Communication in UAV–RIS-Empowered Multiuser Networks: Joint Beamforming, Phase Shift, and UAV Trajectory Optimization

ABM Adam, MA Ouamri, X Wan… - IEEE Systems …, 2024 - ieeexplore.ieee.org
In this article, we study the secure communication in unmanned aerial vehicle (UAV) aided
and reconfigurable intelligent surface (RIS) empowered multiuser networks. In the proposed …

Recent studies on deep reinforcement learning in RIS-UAV communication networks

TH Nguyen, H Park, L Park - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) and reconfigurable intelligent surface (RIS) technologies
have recently been identified as enablers for future wireless networks. Deep reinforcement …

Multi-agent Cooperation for Computing Power Scheduling in UAVs empowered Aerial Computing Systems

M Tao, X Li, J Feng, D Lan, J Du… - IEEE Journal on Selected …, 2024 - ieeexplore.ieee.org
In the paradigm of ubiquitous edge computing, with those advantages, eg, high mobility, fast
response, flexibility and controllability, and low cost of use, Unmanned Aerial Vehicles …

AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks

Y Long, S Zhao, S Gong, B Gu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper considers multiple unmanned aerial vehicles (UAVs) to assist sensing data
transmissions from the ground users (GUs) to a remote base station (BS). Each UAV collects …

A survey on applications of unmanned aerial vehicles using machine learning

K Teixeira, G Miguel, HS Silva, F Madeiro - IEEE Access, 2023 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) play an important role in many applications, including
health, transport, telecommunications and safe and rescue operations. Their adoption can …