基于移动边缘计算的数据链路安全传输优化方案

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Han Zhang , Jianbin Xue , Xiangrui Guan , Zerou Ma , Jialing Xu
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引用次数: 0

摘要

近几年来,数据传输链路的安全性越来越受到重视。然而,随着人们对数据传输链路安全性能的要求越来越高,如何在提高安全性的同时降低升级成本已成为一个严峻的挑战。针对在有窃听者的无线通信环境中如何确保低成本、安全的数据传输问题,本文创新性地从闲置路侧单元入手,研究如何激励路侧单元发射干扰功率干扰窃听者,从而高效、经济地提高移动用户数据传输的安全性能。首先,通过建立理论模型,分析了路侧单元发射干扰功率对数据传输链路安全性能的影响;然后,本文提出了一个由地面用户群、窃听用户、路侧单元和配备移动边缘计算服务器的无人机组成的三层模型。在该模型中,通过鼓励闲置的路侧设备发送干扰功率,帮助地面用户安全地将自己的数据卸载到移动边缘计算服务器。同时,考虑到闲置路侧单元的自私性,提出了一种基于模拟退火算法的改进算法,以实现地面用户与闲置路侧单元之间的最优映射。最后,通过对仿真结果的分析,该方案在提高数据传输安全性的同时,实现了降低系统成本的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An optimization scheme of data link security transmission based on mobile edge computing

For the past few years, the security of data transmission links has been increasingly valued. However, with the increasing requirements for the security performance of data transmission links, how to cut the cost of upgrading while improving security has become a serious challenge. In response to the issue of ensuring low-cost and secure data transmission in wireless communication environments with eavesdroppers, this article innovatively starts with idle roadside units and studies how to incentivize roadside units to transmit interference power to interfere with eavesdroppers, thereby efficiently and economically improving the security performance of mobile user data transmission. Firstly, the impact of roadside unit transmission interference power on the security performance of data transmission links was analyzed by establishing a theoretical model; Then, this paper proposes a three-layer model consisting of ground user groups, eavesdropping users, roadside units, and UAVs equipped with mobile edge computing servers. In this model, by encouraging idle roadside units to send interference power, ground users are assisted to safely unload their own data to mobile edge computing servers. Meanwhile, considering the selfishness of idle roadside units, an improved algorithm based on simulated annealing algorithm is proposed to achieve the optimal mapping between ground users and idle roadside units. Finally, through the analysis of simulation results, this scheme can achieve the goal of reducing system costs while improving the security of data transmission.

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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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