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Distributed localization algorithms for target tracking in wireless sensor networks

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dc.contributor Graduate Program in Computer Engineering.
dc.contributor.advisor Ersoy, Cem.
dc.contributor.author Tolgay, Tolga.
dc.date.accessioned 2023-03-16T09:59:49Z
dc.date.available 2023-03-16T09:59:49Z
dc.date.issued 2009.
dc.identifier.other CMPE 2009 T65
dc.identifier.uri http://digitalarchive.boun.edu.tr/handle/123456789/12122
dc.description.abstract A wireless sensor network (WSN) is a group of tiny wireless sensor nodes which perform sensing and sharing this information in collaboration. WSNs have a wide application area including target tracking. Target tracking is the process of estimating a target’s state with the measurements obtained from the target. Target tracking with WSNs involves the design of energy efficient models that can work with a good trade-off between the energy conservation and the tracking quality. In this thesis, we focused on the localization methods, which are one of the key parts in the target tracking process. Our motivation has been to provide better target tracking quality and localization accuracy while consuming similar or less energy. Two new localization algorithms are proposed for an existing distributed collaborative target tracking framework. Our algorithms are easily applicable to this framework. We used simulations to evaluate the performance of these algorithms. The performance results shows that our algorithms perform better than existing localization methods under some conditions.
dc.format.extent 30cm.
dc.publisher Thesis (M.S.)-Bogazici University. Institute for Graduate Studies in Science and Engineering, 2009.
dc.subject.lcsh Wireless sensor networks.
dc.title Distributed localization algorithms for target tracking in wireless sensor networks
dc.format.pages xiii, 75 leaves;


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