Security-oriented and load-balancing wireless data routing game in the integration of advanced metering infrastructure network in smart grid

Fulin He, Yang Cao, J. Zhang, Jiaolong Wei, Y. Zhang, E. Muljadi, Wenzhong Gao
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引用次数: 1

Abstract

Ensuring flexible and reliable data routing is indispensable for the integration of Advanced Metering Infrastructure (AMI) networks, we propose a secure-oriented and load-balancing wireless data routing scheme. A novel utility function is designed based on security routing scheme. Then, we model the interactive security-oriented routing strategy among meter data concentrators or smart grid meters as a mixed-strategy network formation game. Finally, such problem results in a stable probabilistic routing scheme with proposed distributed learning algorithm. One contributions is that we studied that different types of applications affect the routing selection strategy and the strategy tendency. Another contributions is that the chosen strategy of our mixed routing can adaptively to converge to a new mixed strategy Nash equilibrium (MSNE) during the learning process in the smart grid.
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智能电网先进计量基础设施网络集成中面向安全、负载均衡的无线数据路由博弈
灵活可靠的数据路由是集成高级计量基础设施(AMI)网络的必要条件,本文提出了一种面向安全、负载均衡的无线数据路由方案。基于安全路由方案设计了一种新的实用函数。然后,我们将电表数据集中器或智能电网电表之间面向交互安全的路由策略建模为混合策略网络形成博弈。最后,利用本文提出的分布式学习算法得到了一个稳定的概率路由方案。其中一个贡献是研究了不同类型的应用对路由选择策略和策略倾向的影响。在智能电网的学习过程中,所选择的混合路由策略可以自适应地收敛到一种新的混合策略纳什均衡(MSNE)。
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