Deep reinforcement learning enabled UAV-IRS-assisted secure mobile edge computing network
Y Zhang, J Li, G Mu, X Chen - Physical Communication, 2023 - Elsevier
The deployment of intelligent reflecting surfaces (IRS) on dynamically moving unmanned
aerial vehicles (UAVs) can enhance the communication performance of mobile edge …
aerial vehicles (UAVs) can enhance the communication performance of mobile edge …
Maximizing the average secrecy rate for UAV-assisted MEC: A DRL method
L Jing, X Jia, Y Lv, N Wan - 2021 IEEE 5th Advanced …, 2021 - ieeexplore.ieee.org
In the unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) system where
eavesdropper existed, UAV was faced with the problem of secure communication when …
eavesdropper existed, UAV was faced with the problem of secure communication when …
Online edge learning offloading and resource management for UAV-assisted MEC secure communications
Y Ding, Y Feng, W Lu, S Zheng, N Zhao… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
The mobile and flexible unmanned aerial vehicle (UAV) with mobile edge computing (MEC)
can effectively relieve the computing pressure of the massive data traffic in 5G Internet of …
can effectively relieve the computing pressure of the massive data traffic in 5G Internet of …
Dinkelbach-guided deep reinforcement learning for secure communication in UAV-aided MEC networks
W Lu, Y Ding, Y Feng, G Huang, N Zhao… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle-aided (UAV-aided) mobile edge computing (MEC) network can
greatly reduce the data growth pressure of Internet of Things (IoT) and expand the wireless …
greatly reduce the data growth pressure of Internet of Things (IoT) and expand the wireless …
Secure transmission for multi-UAV-assisted mobile edge computing based on reinforcement learning
W Lu, Y Mo, Y Feng, Y Gao, N Zhao… - … on Network Science …, 2022 - ieeexplore.ieee.org
UAV communication has received widespread attention in MEC systems due to its high
flexibility and line-of-sight transmission. Users can reduce their local computing pressures …
flexibility and line-of-sight transmission. Users can reduce their local computing pressures …
Deep reinforcement learning based IRS-assisted mobile edge computing under physical-layer security
L Zhang, S Lai, J Xia, C Gao, D Fan, J Ou - Physical Communication, 2022 - Elsevier
In this paper, we investigate an intelligent reflecting surface (IRS)-assisted mobile edge
computing (MEC) network under physical-layer security, where users can partially offload …
computing (MEC) network under physical-layer security, where users can partially offload …
DDQN-Based Trajectory and Resource Optimization for UAV-Aided MEC Secure Communications
Y Ding, H Han, W Lu, Y Wang, N Zhao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have been emerged as cost-effective platforms to extend
the coverage of mobile edge computing (MEC) system. However, the broadcast and line-of …
the coverage of mobile edge computing (MEC) system. However, the broadcast and line-of …
RIS Assisted Eavesdropping Avoidance for UAV Communication
Z Sun, J Sun, Z Wang, D Zhang, H Li… - 2023 42nd Chinese …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) is a promising application in the field of wireless
communications, where it can serve as a temporary base station to ground users. However …
communications, where it can serve as a temporary base station to ground users. However …
[HTML][HTML] Deep reinforcement learning aided secure UAV communications in the presence of moving eavesdroppers
Integrating unmanned aerial vehicles (UAVs) with wireless systems is widely anticipated to
bring enormous benefits to network users, and is considered as a key enabling technology …
bring enormous benefits to network users, and is considered as a key enabling technology …
Joint trajectory and passive beamforming design for intelligent reflecting surface-aided UAV communications: A deep reinforcement learning approach
In this paper, the intelligent reflecting surface (IRS)-aided unmanned aerial vehicle (UAV)
communication system is studied, where the UAV is deployed to serve the user equipment …
communication system is studied, where the UAV is deployed to serve the user equipment …
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