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Edge betweenness centrality: A novel algorithm for QoS-based topology control over wireless sensor networks

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Auteur
Cuzzocrea, A.; Papadimitriou, A.; Katsaros, D.; Manolopoulos, Y.
Date
2012
DOI
10.1016/j.jnca.2011.06.001
Sujet
Betweenness centrality
Topology control
Wireless sensor networks
Graph structure analysis
AD HOC NETWORKS
BIOLOGICAL NETWORKS
SET
Computer Science, Hardware & Architecture
Computer Science,
Interdisciplinary Applications
Computer Science, Software Engineering
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Résumé
In this paper we propose a novel topology-control algorithm, called edge betweenness centrality (EBC). EBC is based on the concept of betweenness centrality, which has been first introduced in the context of social network analysis (SNA), and measures the "importance" of each node in the network. This information allows us to achieve high quality of service (QoS) in wireless sensor networks by evaluating relationships between entities of the network (i.e., edges), and hence identifying different roles among them (e.g., brokers, outliers), thus controlling information flow, message delivery, latency and energy dissipation among nodes. The experimental evaluation and analysis of EBC in comparison to other state-of-the-art topology control algorithms shows that our algorithm outperforms the competitor ones in all observed cases. (C) 2011 Elsevier Ltd. All rights reserved.
URI
http://hdl.handle.net/11615/26780
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