Golay Code Clustering for Mobility Behavior Similarity Classification in Pocket Switched Networks
In Pocket Switched Networks (PSN), the similarity of mobility patterns of different human beings can be exploited to design routing protocols that have better packet delivery ratio and shorter end-to-end delay. However, current research lacks techniques to effectively quantify the similarity of huma...
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Veröffentlicht in: | 通讯和计算机:中英文版 2012, Vol.9 (4), p.466-472 |
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creator | Hongjun YU Tao Jing Dechang Chen Simon Y. Berkovich |
description | In Pocket Switched Networks (PSN), the similarity of mobility patterns of different human beings can be exploited to design routing protocols that have better packet delivery ratio and shorter end-to-end delay. However, current research lacks techniques to effectively quantify the similarity of human beings' mobility behaviors as they exhibit diversities in both the time and spatial domains. In this paper, we provide a mechanism to encode the human mobility patterns and propose a Golay code based clustering system to facilitate the identification of the set of codeword that incarnate similar mobility behaviors. We will apply this clustering based mobility behavior similarity classification method to design PSN routing protocols in our future research. |
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source | Elektronische Zeitschriftenbibliothek; Alma/SFX Local Collection |
subjects | 交换网络 分类代码 口袋 流动行为 相似性 端到端时延 聚类 路由协议 |
title | Golay Code Clustering for Mobility Behavior Similarity Classification in Pocket Switched Networks |
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