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Delay Minimization for Massive MIMO Based Cooperative Mobile Edge Computing System With Secure Offloading
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DOI：10.1109/OJVT.2022.3226565.png)
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摘要
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Mobile edge computing (MEC) has been envisioned as a promising technology for enhancing the computational capacities of mobile devices by enabling task offloading. In this paper, we present a novel framework for a cooperative MEC system by employing Massive Multiple-Input Multiple-Output (MIMO) and non-orthogonal multiple access (NOMA) technologies, including security aspects. Specifically, in the proposed cooperative MEC system, there is no strong direct transmission link between the cell-edge user and the MEC server; consequently, the user sends their tasks to the MEC server through the helpers at the cell-centers. In the proposed framework, we minimize the overall delay, including secure offloading under the constraints of computing capability and transmit power. The proposed algorithm minimizes the overall delay in downlink and uplink transmission while satisfying security constraints to solve the formulated problem. The simulation results show that Massive MIMO based NOMA improves the performance of the secure MEC system by employing more than one helper.
Keyword:
Secure offloading
delay minimization
massive multiple input multiple output (MIMO)
mobile edge computing (MEC)
non-orthogonal multiple access (NOMA)
期刊
I
IF:
4.8
论文数:
580
被引数:
987
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引用论文
Secure Computation Efficiency Maximization in NOMA-Enabled Mobile Edge Computing Networks.png)
IEEE ACCESS
OAAI
IEEE ACCESSIF3.6
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