Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/7775
Title: Use of entropy to control coverage and energy dissipation in wireless sensor networks
Authors: Zilan, Ruken
Erten, Y. M.
Keywords: [No Keywords]
Issue Date: 2007
Publisher: IEEE
Source: 22nd International Symposium on Computer and Information Sciences -- NOV 07-09, 2007 -- Ankara, TURKEY
Abstract: In this study we proposed a scheme to achieve adequate coverage while maximizing network lifetime in a sensor network. The proposed approach is based on controlling the number of active sensors using information theory. It assumes that the area of coverage is divided into grids and uses a threshold probability to decide whether the sensors should be ON or OFF. Based on the number of ON sensors in each grid we define an entropy value which we use to adjust the threshold probability for the next epoch. The control mechanism is devised to maximize entropy while keeping the number of ON sensors at a minimum. This approach improved the coverage and network lifetime.
URI: https://hdl.handle.net/20.500.11851/7775
ISBN: 978-1-4244-1363-8
Appears in Collections:Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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