A Dynamic Distributed Tree Based Tracking Algorithm for Wireless Sensor Networks

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dc.contributor.authorAlaybeyoglu A.
dc.contributor.authorKantarci A.
dc.contributor.authorErciyes K.
dc.date.accessioned2024-07-22T08:20:36Z
dc.date.available2024-07-22T08:20:36Z
dc.date.issued2010
dc.description.abstractWe propose a dynamic, distributed tree based tracking algorithm for very fast moving targets in wireless sensor networks, with speeds much higher than reported in literature. The aim of our algorithm is to decrease the miss ratio and the energy consumption while tracking objects that move in high speeds. In order to do this, the root node which is determined dynamically in accordance with the node's distance to the target, forms lookahead spanning trees along the predicted direction of the target. As the miss ratio decreases, the usage of recovery mechanisms which are employed to detect a target again that is moving away from the predicted trajectory also decreases. This decrease reduces the energy consumption and increases the network lifetime. We describe all the phases of the algorithm in detail and show by simulations that the proposed algorithm performs well to track very fast moving targets. We also compare the algorithm with the generic cluster, generic tree and dynamic multi cluster based tracking algorithms in terms of miss ratio and energy consumption. © Springer-Verlag Berlin Heidelberg 2010.
dc.identifier.DOI-ID10.1007/978-3-642-14171-3_25
dc.identifier.issn18650929
dc.identifier.urihttp://akademikarsiv.cbu.edu.tr:4000/handle/123456789/18245
dc.language.isoEnglish
dc.rightsAll Open Access; Bronze Open Access
dc.subjectEnergy utilization
dc.subjectSensor nodes
dc.subjectTarget tracking
dc.subjectTrees (mathematics)
dc.subjectWireless sensor networks
dc.subjectCluster-based
dc.subjectlocalization
dc.subjectMoving targets
dc.subjectNetwork lifetime
dc.subjectRecovery mechanisms
dc.subjectSpanning tree
dc.subjectTracking algorithm
dc.subjectTracking objects
dc.subjectClustering algorithms
dc.titleA Dynamic Distributed Tree Based Tracking Algorithm for Wireless Sensor Networks
dc.typeConference paper

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