Hybrid NOMA offloading in multi-user MEC networks

Z Ding, D Xu, R Schober… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) assisted mobile edge computing (MEC) has
recently attracted significant attention due to its superior capability to reduce the energy …

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 …

NOMA-assisted secure offloading for vehicular edge computing networks with asynchronous deep reinforcement learning

Y Ju, Z Cao, Y Chen, L Liu, Q Pei… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC) offers promising solutions for various delay-sensitive
vehicular applications by providing high-speed computing services for a large number of …

Non-orthogonal multiple access enabled mobile edge computing in 6G communications: A systematic literature review

RO Ogundokun, JB Awotunde, AL Imoize, CT Li… - Sustainability, 2023 - mdpi.com
Mobile edge computing (MEC) supported by non-orthogonal multiple access (NOMA) has
recently gained a lot of interest due to its improved ability to lessen power consumption and …

A distributed game theoretical approach for credibility-guaranteed multimedia data offloading in MEC

Y Chen, J Zhao, X Zhou, L Qi, X Xu, J Huang - Information Sciences, 2023 - Elsevier
Due to the limited resources of Internet of Things (IoT) devices, the multimedia application
data generated by IoT devices can be offloaded to edge servers for processing. In this …

Reinforcement learning based latency minimization in secure NOMA-MEC systems with hybrid SIC

K Wang, H Li, Z Ding, P Xiao - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
In this paper, physical layer security (PLS) in a non-orthogonal multiple access (NOMA)-
based mobile edge computing (MEC) system is investigated, where hybrid successive …

Non-orthogonal multiple access assisted secure computation offloading via cooperative jamming

Y Wu, G Ji, T Wang, L Qian, B Lin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate non-orthogonal multiple access (NOMA) assisted secure
computation offloading under the eavesdropping-attack, in which a malicious node …

DRL-based secure video offloading in MEC-enabled IoT networks

T Zhao, L He, X Huang, F Li - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Wireless offloading in mobile-edge-computing (MEC)-enabled Internet of Things (IoT)
networks inevitably suffers the risk of eavesdropping. Physical-layer security (PLS) …

Secrecy driven federated learning via cooperative jamming: An approach of latency minimization

T Wang, Y Li, Y Wu, TQS Quek - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Federated learning (FL) provides a promising framework for enabling distributed machine
learning based services without revealing users' private data. In the scenario of wireless FL …

Energy-efficient mobile edge computing in RIS-aided OFDM-NOMA relay networks

Z Luo, G Huang - IEEE Transactions on Vehicular Technology, 2022 - ieeexplore.ieee.org
In this paper, the design of task offloading and computing strategy in a mobile edge
computing (MEC) system deployed over a reconfigurable intelligent surface (RIS)-aided …