Multi-UAV-enabled load-balance mobile-edge computing for IoT networks

L Yang, H Yao, J Wang, C Jiang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have been widely used to provide enhanced information
coverage as well as relay services for ground Internet-of-Things (IoT) networks. Considering …

Achieve load balancing in multi-UAV edge computing IoT networks: A dynamic entry and exit mechanism

H Guo, X Zhou, Y Wang, J Liu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
With the gradual commercialization of 5G, especially the widespread application of artificial
intelligence (AI) technology, the Internet of Things (IoT) continues to expand and has …

Multi-hop task offloading with on-the-fly computation for multi-UAV remote edge computing

X He, R Jin, H Dai - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
The dramatic growth in computing capability and the inherent mobility of the unmanned
aerial vehicles (UAVs) foster the recent surge of interests in incorporating UAVs into edge …

Task offloading and trajectory control for UAV-assisted mobile edge computing using deep reinforcement learning

L Zhang, ZY Zhang, L Min, C Tang, HY Zhang… - IEEE …, 2021 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) has been widely employed to support various Internet of
Things (IoT) and mobile applications. By leveraging the advantages of easily deployed and …

Multi-agent DRL for task offloading and resource allocation in multi-UAV enabled IoT edge network

AM Seid, GO Boateng, B Mareri… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) edge network has connected lots of heterogeneous smart
devices, thanks to unmanned aerial vehicles (UAVs) and their groundbreaking emerging …

Joint task offloading and resource allocation in UAV-enabled mobile edge computing

Z Yu, Y Gong, S Gong, Y Guo - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emerging technology to support resource-intensive yet
delay-sensitive applications using small cloud-computing platforms deployed at the mobile …

Priority-aware resource scheduling for uav-mounted mobile edge computing networks

W Zhou, L Fan, F Zhou, F Li, X Lei, W Xu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, we investigate the joint impact of task priority and mobile computing service on
the mobile edge computing (MEC) networks, in which one unmanned aerial vehicle (UAV) …

Latency-aware IoT service provisioning in UAV-aided mobile-edge computing networks

L Zhang, N Ansari - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Advances in wireless communications are empowering the emerging Internet-of-Things
(IoT) applications and services with billions of connected devices. Mobile-edge computing …

Multi-agent deep reinforcement learning for task offloading in UAV-assisted mobile edge computing

N Zhao, Z Ye, Y Pei, YC Liang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile edge computing can effectively reduce service latency and improve service quality
by offloading computation-intensive tasks to the edges of wireless networks. Due to the …

Optimizing the operation cost for UAV-aided mobile edge computing

L Zhang, N Ansari - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) is leveraged to reduce the latency for the computation-
intensive and latency-critical tasks offloaded from wireless devices and Internet of Things …