Balancing energy loads in wireless sensor networks through uniformly quantized energy levels-based clustering

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dc.citation.epage23en_US
dc.citation.spage19en_US
dc.contributor.authorAli, Syed Amjaden_US
dc.contributor.authorSevgi, Cüneyten_US
dc.contributor.authorKocyigit, A.en_US
dc.coverage.spatialVenice, Italyen_US
dc.date.accessioned2016-02-08T12:23:14Z
dc.date.available2016-02-08T12:23:14Z
dc.date.issued2010en_US
dc.departmentDepartment of Computer Technology and Information Systemsen_US
dc.descriptionDate of Conference: 18-25 July 2010en_US
dc.description.abstractClustering is considered a common and an effective method to prolong the lifetime of a wireless sensor network. This paper provides a new insight into the cluster formation process based on uniformly quantizing the residual energy of the sensor nodes. The unified simulation framework provided herein, not only aids to reveal an optimum number of clusters but also the required number of quantization levels to maximize the network's lifetime by improving energy load balancing for both homogeneous and heterogeneous sensor networks. The provided simulation results clearly show that the uniformly quantized energy level-based clustering provides improved load balancing and hence, a longer network lifetime than existing methods. © 2010 IEEE.en_US
dc.identifier.doi10.1109/SENSORCOMM.2010.10en_US
dc.identifier.urihttp://hdl.handle.net/11693/28536
dc.language.isoEnglishen_US
dc.publisherIEEEen_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/SENSORCOMM.20http://dx.doi.org/10.10en_US
dc.source.title2010 Fourth International Conference on Sensor Technologies and Applicationsen_US
dc.subjectClusteringen_US
dc.subjectEnergy load balancingen_US
dc.subjectNetwork life-timeen_US
dc.subjectUniform quantizationen_US
dc.subjectWireless sensor networken_US
dc.subjectClusteringen_US
dc.subjectLife-timesen_US
dc.subjectLoad-Balancingen_US
dc.subjectUniform quantizationen_US
dc.subjectWireless sensoren_US
dc.subjectComputer simulationen_US
dc.subjectDynamic loadsen_US
dc.subjectElectron energy levelsen_US
dc.subjectParallel architecturesen_US
dc.subjectSensor networksen_US
dc.subjectSensor nodesen_US
dc.subjectTelecommunication equipmenten_US
dc.subjectWireless sensor networksen_US
dc.titleBalancing energy loads in wireless sensor networks through uniformly quantized energy levels-based clusteringen_US
dc.typeConference Paperen_US

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