A survey of UAV-based data collection: Challenges, solutions and future perspectives
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 …
forwarded towards a central controller (CC) for further processing and decision-making …
A tutorial on AI-powered 3D deployment of drone base stations: State of the art, applications and challenges
Deploying uncrewed aerial vehicles (UAVs) as aerial base stations (BSs) to assist terrestrial
connectivity has drawn significant attention in recent years. Alongside other UAV types …
connectivity has drawn significant attention in recent years. Alongside other UAV types …
Digital twin assisted task offloading for aerial edge computing and networks
B Li, Y Liu, L Tan, H Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Considering the user mobility and unpredictable mobile edge computing (MEC)
environments, this paper studies the intelligent task offloading problem in unmanned aerial …
environments, this paper studies the intelligent task offloading problem in unmanned aerial …
Improved genetic algorithm based 3-D deployment of UAVs
X Wen, Y Ruan, Y Li, H Xia, R Zhang… - Journal of …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widely used as aerial base stations (BSs) to provide
flexible connectivity and coverage for ground users in various scenarios such as disaster …
flexible connectivity and coverage for ground users in various scenarios such as disaster …
Chase or wait: Dynamic UAV deployment to learn and catch time-varying user activities
Unmanned aerial vehicle (UAV) technology is a promising solution for rapidly providing
wireless communication services to ground users, where a UAV has limited service …
wireless communication services to ground users, where a UAV has limited service …
A continuous actor–critic deep Q-learning-enabled deployment of UAV base stations: Toward 6G small cells in the skies of smart cities
N Parvaresh, B Kantarci - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
Uncrewed aerial vehicle-mounted base stations (UAV-BSs), also know as drone base
stations, are considered to have promising potential to tackle the limitations of ground base …
stations, are considered to have promising potential to tackle the limitations of ground base …
Bandwidth allocation and trajectory control in UAV-assisted IoV edge computing using multiagent reinforcement learning
J Wang, X Zhang, X He, Y Sun - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The rapid development of an unmanned aerial vehicle (UAV) has brought new opportunities
for wireless communication and edge computing. In this article, we investigate the scenario …
for wireless communication and edge computing. In this article, we investigate the scenario …
CEDAN: Cost-effective data aggregation for UAV-enabled IoT networks
One of the crucial challenges in networked Unmanned Aerial Vehicles (UAVs) is to
configure them to serve as aerial base stations (BSs) for collecting data from distributed …
configure them to serve as aerial base stations (BSs) for collecting data from distributed …
REQIBA: Regression and deep Q-learning for intelligent UAV cellular user to base station association
Unmanned Aerial Vehicles (UAVs) are emerging as important users of next-generation
cellular networks. By operating in the sky, UAV users experience very different radio …
cellular networks. By operating in the sky, UAV users experience very different radio …
UAV-based emergency communications: An iterative two-stage multi-agent soft actor-critic approach for optimal association and dynamic deployment
Y Cao, Y Luo, H Yang, C Luo - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
This paper investigates future emergency wireless communication systems based on
multiple unmanned vehicles cooperative deployment. A terrestrial carrier vehicle with …
multiple unmanned vehicles cooperative deployment. A terrestrial carrier vehicle with …