A new clustering model of wireless sensor networks using facility location theory

A new clustering model of wireless sensor networks using facility location theory

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Article ID: iaor2010215
Volume: 52
Issue: 4
Start Page Number: 366
End Page Number: 376
Publication Date: Dec 2009
Journal: Journal of the Operations Research Society of Japan
Authors: , , , ,
Keywords: location
Abstract:

In this paper, we study mathematical formulations for clustering problems which arise in wireless sensor networks as examined from the standpoint of facility location theory. Following facility location theory, LEACH-C, one of the principal studies on cluster-based network organizations, formulates the clustering problem as a p-median problem. In this paper, we examine some drawbacks to the formulation put forward in LEACH-C.We then formulate the problem as an uncapacitated facility location problem to overcome these drawbacks. Computational experiments show that compared to LEACH-C,the proposed algorithm based on our formulation can extend the total lifetime of sensor networks.

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