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All Journal ComEngApp : Computer Engineering and Applications Journal
Reza Javidan
Shiraz University of Technology
Computer Science & IT Engineering

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A New Method for Intelligent Message Network Management in Ubiquitous Sensor Networks Maryam Karimi; Reza Javidan; Manijeh Keshtgari
Computer Engineering and Applications Journal Vol 3 No 3 (2014)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (703.832 KB) | DOI: 10.18495/comengapp.v3i3.69

Abstract

Ubiquitous Sensor Network (USN) computing is a useful technology forautonomic integrating in different environments which can be available anywhere.Managing USN plays an important role on the availability of nodes and paths. Inorder to manage nodes there is a cyclic route starts from manager, passing nodes,and come back to manager as feedback. In this paper, a new, self-optimizing methodpresented for finding this cyclic path by combining epsilon greedy and geneticalgorithm and then it is compared with other well-known methods in terms of cost ofthe route they find and the power consumption. The results show that the route thatis found by our new method costs at least 53% less than other methods. However insome cases, it uses 32% more energy for finding the route which can be compensatein traversing the shorter route. The overall simulation results in prototype data showthe effectiveness of the proposed method.
Co-Authors Manijeh Keshtgari Maryam Karimi