A survey of UAV-based data collection: Challenges, solutions and future perspectives

K Messaoudi, OS Oubbati, A Rachedi, A Lakas… - Journal of network and …, 2023 - Elsevier
Abstract Internet of Things (IoT) generates unlimited data, which should be collected and
forwarded towards a central controller (CC) for further processing and decision-making …

UAV-assisted data collection for Internet of Things: A survey

Z Wei, M Zhu, N Zhang, L Wang, Y Zou… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Thanks to the advantages of flexible deployment and high mobility, unmanned aerial
vehicles (UAVs) have been widely applied in the areas of disaster management, agricultural …

Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey

H Kurunathan, H Huang, K Li, W Ni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Over the past decade, Unmanned Aerial Vehicles (UAVs) have provided pervasive, efficient,
and cost-effective solutions for data collection and communications. Their excellent mobility …

UAV trajectory planning for AoI-minimal data collection in UAV-aided IoT networks by transformer

B Zhu, E Bedeer, HH Nguyen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Maintaining freshness of data collection in Internet-of-Things (IoT) networks has attracted
increasing attention. By taking into account age-of-information (AoI), we investigate the …

AoI-sensitive data collection in multi-UAV-assisted wireless sensor networks

X Gao, X Zhu, L Zhai - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
The unmanned aerial vehicle (UAV) is widely used in some scenes with high requirements
for information freshness. Due to the limited endurance of the UAV, especially in the scenes …

AoI-energy-aware UAV-assisted data collection for IoT networks: A deep reinforcement learning method

M Sun, X Xu, X Qin, P Zhang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Thanks to the inherent characteristics of flexible mobility and autonomous operation,
unmanned aerial vehicles (UAVs) will inevitably be integrated into 5G/B5G cellular networks …

Joint optimization risk factor and energy consumption in IoT networks with TinyML-enabled internet of UAVs

R Liu, M **e, A Liu, H Song - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
The high mobility of Internet unmanned aerial vehicles (IUAVs) has attracted attention in the
field of data collection. With the rapid development of the Internet of Things (IoT), more and …

Age of information based URLLC transmission for UAVs on pylon turn

J Wang, L Bai, Z Fang, R Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Unlike center users, edge users are unable to achieve reliable data transmission due to
severe path loss, and the resulting frequent retransmissions not only bring additional energy …

Distributed DDPG-based resource allocation for age of information minimization in mobile wireless-powered Internet of Things

K Zheng, R Luo, X Liu, J Qiu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As a vital metric of information timeliness, Age of Information (AoI) is important for real-time
applications in Internet of Things (IoT), such as health monitoring. To satisfy these …

Cooperative data collection with multiple UAVs for information freshness in the Internet of Things

X Wang, M Yi, J Liu, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Maintaining the freshness of information in the Internet of Things (IoT) is a critical yet
challenging problem. In this paper, we study cooperative data collection using multiple …