Spectrum Allocation and Computing Resources Optimization for Demand-Side Cooperative Communications in Smart Grid

被引:4
|
作者
Sun, Mingyue [1 ]
Yuan, Yazhou [1 ]
Ma, Kai [1 ]
Liu, Pei [1 ]
Li, Xinbin [1 ]
Luo, Xiaoyuan [1 ]
机构
[1] Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
Costs; Relays; Bandwidth; Smart grids; Computational modeling; Regulation; Packet loss; Edge computing; cooperative relaying; spectrum allocation; Stackelberg game; smart grid; TRANSMISSION; SIMULATION; NETWORK;
D O I
10.1109/TSG.2021.3139070
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we introduce edge computing technologies (ECT) to improve the quality of smart grid demand-side communications and simultaneously optimize bandwidth along with computing power resources, further reducing the costs to the utility company (UC). First, we employ the edge node (EN) with data computing capability as relay, meanwhile, constructing a analytical model of computing resources and bandwidth. Second, the electricity costs is built based on the packet loss model and the regulation errors in direct load control. Then the UC decides the computing resources and the bandwidth for relaying to minimize its total costs, and the EN sets the base price to maximize its profit. Furthermore, we consider the interactions between the UCs and the ENs as a Stackelberg game. Simulation results demonstrate a significant reduction in costs to the utility company and an exaltation in profits of the relays.
引用
收藏
页码:1967 / 1975
页数:9
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