Analysis of Power Service Bandwidth based on AHP and Clustering

The current method of analyzing the relationship between communication service and bandwidth requirement in the power communication network is simple. It uses a single formula with predetermined constant parameters to calculate the bandwidth of each communication service for a given site which can n...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 1346; no. 1; pp. 12018 - 12023
Main Authors Yiming, Chen, Hechun, Zhu, Shiying, Yao, Yunyang, Huang, Jingru, Liao, Jie, Xu
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.11.2019
Subjects
Analytic hierarchy process
Bandwidths
Cluster analysis
Clustering
Communication
Impact analysis
Mathematical analysis
Physics
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Summary:The current method of analyzing the relationship between communication service and bandwidth requirement in the power communication network is simple. It uses a single formula with predetermined constant parameters to calculate the bandwidth of each communication service for a given site which can not show the relative bandwidth demand of different services. This paper proposes a combined AHP and hierarchical clustering method to analyze the relative bandwidth requirement of each service. This method is based on AHP to analyze the impact of different factors on bandwidth and use hierarchical clustering method to aggregate services with similar communication needs into the same class, and it shows different services' relative bandwidth requirement clearly. Experiments on data of various site shows that all the services with similar bandwidth requirements are grouped into the same class.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1346/1/012018