基于5G非正交多址系统的智能电网配电侧功率分配算法研究

Li Peizhe, Xiao Zhenfeng, Wu Yefan, Liu Haotian, Zheng Jiayun, Di Xin
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引用次数: 0

摘要

5G通信技术具有带宽大、时延低、可靠性高、网络架构面向服务等优点,是一种解决智能电网通信需求的新型无线技术。为了解决智能电网业务间的电力分配问题,提出了一种基于非正交多址(NOMA)系统的用户分组和电力分配算法。首先,对基站的用户进行分组,我们将多个用户视为一个集群,输入基站与用户之间的信道增益,将信道增益最大值对应的几个用户分成一个集群。然后在集群内分配用户的权力,并在集群之间进行权力分配。集群内的权力分配遵循最大公平准则,集群间的权力分配采用迭代思想。通过不断调整集群的最大功率值和最小功率值,可以获得智能电网系统的最优功率分配。MATLAB仿真结果表明:在不同条件下,本文提出的算法使分配结果更加公平,用户的最小率也比其他文献提出的算法有所提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research of Power Allocation Algorithm in the Distribution Side of Smart Grid Based on 5G Non Othogonal Multiple Access System
5G communication technology has the advantages of large bandwidth, low delay, high reliability and service-oriented network architecture, which is a new wireless technology to solve the communication needs of smart grid. In order to solve the power allocation problem among smart grid services, this paper proposes a user grouping and power allocation algorithm based on non-orthogonal multiple access (NOMA) system. Firstly, the users of the base station are grouped, and we think of several users as a cluster, the channel gain between the base station and the users is input, and several users corresponding to the maximum channel gain are divided into a cluster. Then allocates the power of the users in the cluster, and power distribution is carried out among the clusters. The power distribution within the cluster follows the criterion of maximum fairness, and the power distribution between the clusters adopts the idea of iteration. By constantly adjusting the maximum power value of the cluster and the minimum power value of the cluster, the optimal power distribution of the smart grid system can be obtained. MATLAB simulation results show that: under different conditions, the algorithm proposed in this paper makes the distribution result fairer, the user’s minimum rate is also improved compared with the algorithm proposed in other literatures.
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