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Article type: Research Article
Authors: Alaybeyoglu, Aysegul
Affiliations: Department of Computer Engineering, Izmir Katip Celebi University, Izmir, Turkey
Note: [] Corresponding author. Aysegul Alaybeyoglu, Department of Computer Engineering, Izmir Katip Celebi University, Izmir, Turkey. Tel.: +90 232 329 35 35/Ext.: 3731; Fax: +90 232 386 08 88; E-mail: aysegul.alaybeyoglu@ikc.edu.tr
Abstract: In this study, by considering nodes mobility, image data is transmitted distributedly to the base station via fuzzy logic based clustering infrastructure. This study is composed of two phases. In the first phase, fuzzy logic based clustering infrastructure is constructed with six input parameters namely, nodes speed, energy, centrality, distance to base station, number of hops and node density. In the second phase, huge amount of image data is distributed among the nodes to compress and send it to the base station. The proposed system is compared with the centralized approach and ICGA for energy consumption, network lifetime and image quality parameters on different mobility models of the sensor nodes.
Keywords: Mobile multimedia sensor networks, fuzzy logic, clustering, distributed image compression
DOI: 10.3233/IFS-141408
Journal: Journal of Intelligent & Fuzzy Systems, vol. 28, no. 3, pp. 1235-1242, 2015
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