基于卡方距离的智能配电网异构无线网络选择算法

Haoran Chou
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引用次数: 5

摘要

随着用户数量的增加和业务的复杂化,在智能配电网(SDG)中,单一的通信网络已不能满足其需求。因此,异构网络是解决这一问题的有效途径。本文提出并研究了一种基于卡方距离的SDG异构无线网络新方法。该算法首先根据不同的服务类型,采用层次分析法(AHP)估计网络属性的权重,其中更多地依赖于对用户端的考虑。其次,根据实际网络参数,采用CRITIC和反熵赋权法确定目标权重,并采用基于对齐最小化的综合赋权法获得最终权重;最后测量每个候选网络到理想网络的卡方距离,卡方距离最小的候选网络为最佳接入网。
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A Heterogeneous Wireless Network Selection Algorithm for Smart Distribution Grid Based on Chi-square Distance
With the increasing number of users and the complexity of services, only single communications network cannot meet its request in smart distribution grid(SDG).Therefore, heterogeneous network is an effective way to solve this situation. In this paper, a new approach of heterogeneous wireless network for SDG based on the chi-square distance is proposed and investigated. The algorithm firstly estimate weights of network attributes using analytic hierarchy process(AHP) according to different types of service which depends more on the consideration for the user side. Secondly, the CRITIC and anti-entropy weighting method are used to determine the objective weight according to the actual network parameters, and the final weight is obtained by the comprehensive weighting method based on the alignment minimization. Finally measure the chi-square distance from each candidate network to the ideal network, and the candidate network of smallest chi-square distance is the best access network.
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