Game combined multi-agent reinforcement learning approach for UAV assisted offloading
Air ground integrated mobile cloud computing (MCC) provides unmanned aerial vehicles
(UAVs) the capability to act as an aerial relay with more flexibility and resilience. In the cloud …
(UAVs) the capability to act as an aerial relay with more flexibility and resilience. In the cloud …
Collaborative offloading for UAV-enabled time-sensitive MEC networks
Recently, unmanned aerial vehicle (UAV) acts as the aerial mobile edge computing (MEC)
node to help the battery-limited Internet of Things (IoT) devices relieve burdens from …
node to help the battery-limited Internet of Things (IoT) devices relieve burdens from …
Cooperative task offloading and resource allocation for UAV-enabled mobile edge computing systems
D Xu, D Xu - Computer Networks, 2023 - Elsevier
Unmanned aerial vehicle (UAV)-enabled mobile edge computing (MEC) systems can
provide flexible computation services to user equipments (UEs). On the one hand, the UAV …
provide flexible computation services to user equipments (UEs). On the one hand, the UAV …
Transfer learning for distributed intelligence in aerial edge networks
K Zhang, D Si, W Wang, J Cao… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-enabled edge computing is a promising paradigm to
provide task offloading service for computation-intensive applications. Catering for highly …
provide task offloading service for computation-intensive applications. Catering for highly …
Unmanned-aerial-vehicle-assisted computation offloading for mobile edge computing based on deep reinforcement learning
H Wang, H Ke, W Sun - IEEE Access, 2020 - ieeexplore.ieee.org
Users in heterogeneous wireless networks may generate massive amounts of data that are
delay-sensitive or require computation-intensive processing. Owing to computation ability …
delay-sensitive or require computation-intensive processing. Owing to computation ability …
Utility-aware UAV deployment and task offloading in multi-UAV edge computing networks
Z Kuang, H Wang, J Li, F Hou - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-enabled mobile-edge computing (MEC) is expected to
provide low-latency, ultrareliable, and highly robust network services to improve user service …
provide low-latency, ultrareliable, and highly robust network services to improve user service …
Multi-objective deep reinforcement learning for computation offloading in UAV-assisted multi-access edge computing
X Liu, ZY Chai, YL Li, YY Cheng, Y Zeng - Information Sciences, 2023 - Elsevier
Unmanned aerial vehicle-assisted multi-access edge computing (UAV-MEC) plays an
important role in some complex environments such as mountainous and disaster areas …
important role in some complex environments such as mountainous and disaster areas …
Computation offloading over multi-UAV MEC network: A distributed deep reinforcement learning approach
Unmanned aerial vehicle (UAV)-assisted computation offloading allows mobile devices
(MDs) to process computation-intensive and latency-sensitive tasks with limited or no …
(MDs) to process computation-intensive and latency-sensitive tasks with limited or no …
Energy-efficient resource allocation in multi-UAV-assisted two-stage edge computing for beyond 5G networks
Unmanned aerial vehicle (UAV)-assisted multi-access edge computing (MEC) has become
one promising solution for energy-constrained devices to run the applications with high …
one promising solution for energy-constrained devices to run the applications with high …
Task offloading strategy based on mobile edge computing in UAV network
W Qi, H Sun, L Yu, S Xiao, H Jiang - Entropy, 2022 - mdpi.com
When an unmanned aerial vehicle (UAV) performs tasks such as power patrol inspection,
water quality detection, field scientific observation, etc., due to the limitations of the …
water quality detection, field scientific observation, etc., due to the limitations of the …