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On the use of multiple sinks to extend the lifetime in connected wireless sensor networks
Institution:1. Department of Analytical Chemistry, University of the Basque Country UPV/EHU, PO BOX 644, E-48080 Bilbao, Basque Country, Spain;2. Department of Zoology & Animal Cell Biology, Cell Biology & Histology Lab, School of Science & Technology, University of the Basque Country UPV/EHU, PO BOX 644, E-48080 Bilbao, Basque Country, Spain
Abstract:This paper addresses the maximum network lifetime problem in wireless sensor networks. In this problem, the purpose is to schedule a set of wireless sensors, keeping them connected and guaranteeing that all targets are covered, while network lifetime is maximized. Two variants of this problem are considered; in the first case it is assumed that a single sink (base station) is available, the second case considers the presence of several sinks. To solve the problem, a hybrid Column Generation-GRASP heuristic is proposed. The method is shown to be able to find optimal or near optimal solutions efficiently in both cases.
Keywords:Column Generation  GRASP  Wireless Sensor Networks  Lifetime  Multiple Sink
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