Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/53659
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dc.contributorDepartment of Electronic and Information Engineeringen_US
dc.creatorCheng, CTen_US
dc.creatorGanganath, Nen_US
dc.date.accessioned2016-06-27T02:52:36Z-
dc.date.available2016-06-27T02:52:36Z-
dc.identifier.urihttp://hdl.handle.net/10397/53659-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.rightsThe following publication Cheng, C. -., & Ganganath, N. (2013). To split or not to split? from the perspective of a delay-aware data collection network structure. Paper presented at the Proceedings - 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2013, 349-355 is available at 10.1109/CyberC.2013.67en_US
dc.subjectData collection processen_US
dc.subjectDelay-awareen_US
dc.subjectResources managementen_US
dc.subjectWireless sensor networksen_US
dc.titleTo split or not to split? From the perspective of a delay-aware data collection network structureen_US
dc.typeConference Paperen_US
dc.identifier.spage349en_US
dc.identifier.epage355en_US
dc.identifier.doi10.1109/CyberC.2013.67en_US
dcterms.abstractCollecting data from massive numbers of individual nodes is always a challenging task in wireless sensor networks. The duration of a data collection process, which can greatly affect the detection capabilities of a network, should be reduced whenever possible. For scenarios where only a single cluster is allowed, the delay-aware data collection network structure can minimize the duration of a data collection process. The aim of this paper is to explore the possibilities of improving the original delay-aware network structure by splitting the single tree structure into multiple clusters. Analyses on the conditions and effects of splitting the aforementioned structure are presented. Based on the analyses, two novel network splitting algorithms using k-means clustering algorithms are proposed. Simulation results show that the proposed network splitting algorithms may further reduce the duration of a data collection process. With the help of the k-means algorithms, communication distance among sensor nodes can be further reduced especially for networks with large numbers of wireless sensor nodes.en_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitation2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), Beijing, China, 10-12 Oct. 2013, 349-355en_US
dcterms.issued2013-
dc.relation.conferenceInternational Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery [CyberC]en_US
dc.identifier.rosgroupidr72096-
dc.description.ros2013-2014 > Academic research: refereed > Refereed conference paperen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumbera0020-n14-
dc.description.pubStatusPublisheden_US
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