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A Node Overhaul Scheme for Energy Efficient Clustering in Wireless Sensor Networks

Jaspreet Singh, Satyendra Singh Yadav, Vinay Kanungo, Yogita Yogita, Vipin Pal

2021IEEE Sensors Letters42 citationsDOI

Abstract

Clustering of wireless sensor network nodes, a fundamental operation, is aimed at achieving load balancing and prolonged network lifetime. Low-energy adaptive clustering hierarchy protocol, the prominent standard, achieves these. An improved protocol, balance cluster formation, provides the additional advantage of equal size clusters, but at the cost of overlapping of clusters. This letter presents a node overhaul scheme that achieves load balancing and energy efficiency while also maintaining uniform size clusters without any overlapping. The proposed solution first forms initial clusters and later refurbishes the initial clusters based on a second best choice cluster head, wherever applicable. The results so obtained show a substantial improvement in network lifetime and node death rate as compared to other simulated methods.

Topics & Concepts

Wireless sensor networkCluster analysisComputer scienceNode (physics)Cluster (spacecraft)Computer networkEfficient energy useProtocol (science)Distributed computingHierarchyEnergy (signal processing)EngineeringMathematicsStatisticsAlternative medicineElectrical engineeringMachine learningMarket economyPathologyEconomicsStructural engineeringMedicineEnergy Efficient Wireless Sensor NetworksMobile Ad Hoc NetworksEnergy Harvesting in Wireless Networks
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