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一种用于无人机辅助智能电网的用户关联与资源分配算法

A User Association and Resource Allocation Algorithm for UAV-Assisted Smart Grid.

作者信息

Wei Jianwei, Lei Yuzhu, Wen Zhiyi, Xiao Yongqing, Ma Pengcheng, Sun Lingtao, Su Lin

机构信息

Xuejiawan Power Supply Company, Ordos 010300, China.

College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.

出版信息

Sensors (Basel). 2024 Dec 22;24(24):8195. doi: 10.3390/s24248195.

Abstract

Recently, massive intelligent applications have emerged for the smart grid (SG), such as inspection and sensing. To support these applications, there have been high requirements on wireless communication for the SG, especially in remote areas. To tackle these challenges, a UAV-assisted heterogeneous wireless network is proposed in this paper for the SG, where multiple UAVs and a macro base station collaboratively provide a wide range of communication services. To further improve the communication capacity of this system, a joint user association and resource allocation algorithm is developed to maximize the total system throughput. To solve this problem, a matching algorithm is first proposed to solve the user association and subchannel assignment optimization problem. Then, the Lagrangian dual method is utilized to solve the power allocation problem. Finally, extensive simulations show that the proposed algorithm can effectively increase the user communication rate and enhance the capacity of the heterogeneous network for the SG.

摘要

最近,智能电网(SG)出现了大量智能应用,如检测和传感。为了支持这些应用,对智能电网的无线通信提出了很高的要求,特别是在偏远地区。为应对这些挑战,本文针对智能电网提出了一种无人机辅助的异构无线网络,其中多个无人机和一个宏基站协作提供广泛的通信服务。为进一步提高该系统的通信容量,开发了一种联合用户关联和资源分配算法,以最大化系统总吞吐量。为解决此问题,首先提出一种匹配算法来解决用户关联和子信道分配优化问题。然后,利用拉格朗日对偶方法解决功率分配问题。最后,大量仿真表明,所提算法能有效提高用户通信速率,增强智能电网异构网络的容量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a4ba/11679543/a58c0668f65c/sensors-24-08195-g001.jpg

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