智能电网中irs辅助多层异构网络的物理层安全

Yuchen Guo, Geng Liu, J. Ren, Ying Liu, Liang Yao, Yu Cao, Jian Chen, Yuchen Zhou
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引用次数: 1

摘要

随着5G智能电网中大规模智能终端的部署,更多的通信和计算资源将下沉到网络边缘,以满足通信网络的超可靠和低延迟需求。然而,由于相邻小区之间不可避免的共信道干扰,传统的解决方案可能会导致边缘用户的频谱效率降低或信号质量差。在我们的工作中,使用智能反射面(IRS)来解决频率复用引起的同信道干扰问题,提高系统的传输容量。此外,针对智能电网中海量信息的安全传输问题,本文提出了一种低成本、低复杂度的物理层安全传输方案来实现安全传输。在保证通信安全的前提下,通过优化宏基站(MBS)和多微基站(MBS)的发射波束形成矢量以及IRS的反射波束形成矢量,实现系统和速率的最大化。然后,将优化问题转化为凸形式,设计基于变量解耦的非交替优化算法,获得高质量的次优解。仿真结果表明了该方案的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Physical Layer Security of IRS-Assisted Multi-Layer Heterogeneous Networks in Smart Grid
With the deployment of large-scale intelligent terminals in 5G Smart Grid, more communication and computing resources will be sunk to the network edge to meet the ultra-reliable and low-latency requirements of communication networks. However, for the inevitable co-channel interference between adjacent cells, traditional solutions may lead to lower spectrum efficiency or poor signal quality of edge-users. In our work, intelligent reflecting surface (IRS) is used to solve the problem of co-channel interference caused by frequency reuse and improve the transmission capacity of the system. In addition, for the secure transmission issues of massive amount of information in Smart Grid, a low-cost and low-complexity physical layer security transmission scheme is proposed in our work to realize secure transmission. Our work aims at maximizing the system sum-rate by optimizing the transmit beamforming vector at the macro base station (MBS) and multiple micro base stations (mBSs), and the reflection beamforming vector at the IRS with the guarantee of secure communications. Subsequently, the optimization problem is transformed into a convex form, and a non-alternating optimization algorithm based on variable decoupling is designed to obtain high-quality suboptimal solutions. The simulation results show the effectiveness and advantages of the proposed scheme.
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