使用有限块长代码的移动边缘计算网络的安全意识节能设计

IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC EURASIP Journal on Wireless Communications and Networking Pub Date : 2024-09-03 DOI:10.1186/s13638-024-02395-z
Chenhao Shi, Yulin Hu, Yao Zhu, Anke Schmeink
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引用次数: 0

摘要

在移动边缘计算系统的发展过程中,能效和物理层安全性是至关重要的考虑因素。本文探讨了有限块长(FBL)通信中安全可靠性与能耗之间的权衡问题。具体来说,我们研究了一个涉及用户、合法边缘计算服务器和窃听者的三节点场景,其中用户将敏感数据卸载到边缘服务器,同时面临潜在的窃听威胁。我们提出了一个优化框架,旨在通过将问题分解为可管理的子问题,最大限度地降低能耗,同时确保安全可靠性。通过证明变量目标函数的凸性,我们确定了问题的最优参数选择。这意味着参数的实际优化可以显著提高系统性能。我们的数值结果表明,应用 FBL 机制和重传机制可以有效降低系统能耗,同时确保系统的安全可靠。在定量分析中,重传机制比不重传好 33.1%,FBL 机制比无限块长(IBL)编码好 13.1%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Security-aware energy-efficient design for mobile edge computing network operating with finite blocklength codes

Energy efficiency and physical-layer security are crucial considerations in the advancement of mobile edge computing systems. This paper addresses the trade-off between secure-reliability and energy consumption in finite blocklength (FBL) communications. Specifically, we examine a three-node scenario involving a user, a legitimate edge computing server, and an eavesdropper, where the user offloads sensitive data to the edge server while facing potential eavesdropping threats. We propose an optimization framework aimed at minimizing energy consumption while ensuring secure-reliability by decomposing the problem into manageable subproblems. By demonstrating the convexity of the objective function concerning the variables, we establish the existence of an optimal parameter selection for the problem. This implies that practical optimization of parameters can significantly enhance system performance. Our numerical results demonstrate that the application of FBL regime and retransmission mechanism can effectively reduce the energy consumption of the system while ensuring secure-reliability. For the quantitative analyses, the retransmission mechanism is 33.1% better than no retransmission, and the FBL regime is 13.1% better than infinite blocklength (IBL) coding.

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来源期刊
CiteScore
7.70
自引率
3.80%
发文量
109
审稿时长
8.0 months
期刊介绍: The overall aim of the EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN) is to bring together science and applications of wireless communications and networking technologies with emphasis on signal processing techniques and tools. It is directed at both practicing engineers and academic researchers. EURASIP Journal on Wireless Communications and Networking will highlight the continued growth and new challenges in wireless technology, for both application development and basic research. Articles should emphasize original results relating to the theory and/or applications of wireless communications and networking. Review articles, especially those emphasizing multidisciplinary views of communications and networking, are also welcome. EURASIP Journal on Wireless Communications and Networking employs a paperless, electronic submission and evaluation system to promote a rapid turnaround in the peer-review process. The journal is an Open Access journal since 2004.
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