5G网络资源分配方案:一种使能保密的方法

Rishav Dubey, Pavan Kumar Mishra, S. Pandey
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引用次数: 0

摘要

设备到设备(D2D)通信是5G网络中有前途的技术之一,可以解决更高的数据速率要求。D2D通信重用蜂窝用户(cu)频谱与邻近用户通信,以提供频谱效率。然而,当信道资源(频率分配和功率分配)不能得到最优分配时,小区的频谱效率可能会下降。在本研究中,我们提出了5G网络的保密资源分配方案。该方案基于社会群体优化(SGO)算法来提高所考虑网络的保密率。为此,我们考虑了一个系统,其中cu和D2D用户位于eNodeB (eNB)覆盖区域,其中存在窃听者(ED)来窃听蜂窝用户和D2D用户的信道。该方案的目标是如何为蜂窝用户和D2D用户分配最优的资源,以提高保密率。为了确定解决方案,我们制定了一个以保证最小QoS为约束的优化问题,并提出了一个基于SGO的解决方案。此外,我们进行了模拟,以检验我们提出的方案的性能。仿真结果表明,我们提出的方案优于文献中引用的其他相关方案。
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Resource Allocation Scheme for 5G Networks: A Secrecy-Enabled Approach
The Device to Device (D2D) communication is adopted as one of the promising technologies in the 5G networks to tackle the higher demanding data rate. The D2D communication reuses the cellular user’s (CUs) spectrum to communicate with proximity users to provide spectral efficiency. However, the spectral efficiency of the cell may decrease when the resources (frequency allocation and power allocation) of the channels cannot be optimally allocated. In this study, we have proposed secrecy enabled resource allocation scheme for 5G network. The proposed scheme is rooted on a social group optimization (SGO) algorithm to enhance the secrecy rate of the considered networks. For this, we have considered a system where CUs and D2D users are located in a coverage area of eNodeB (eNB) where an eavesdropper (ED) is present to wiretap both the cellular users and D2D users’ channels. The objective of the proposed scheme is how to allocate the optimal resource allocation to the Cellular users and D2D users with the intention of enhancing the secrecy rate. To determine the solution, we have formulated an optimization problem with the constraint of minimum QoS guaranteed further we have proposed an SGO based solution. Additionally, we have conducted a simulation to examine the performance of our proposed scheme. The simulation results portray that our proposed scheme outperforms other related schemes cited in the literature.
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