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Residual Energy-Based Cluster-Head Selection in WSNs for IoT Application

IEEE Internet of Things Journal · 2019 · Vol. 6(3) · pp. 5132–5139
Trupti Mayee BeheraSushanta Kumar MohapatraUmesh Chandra SamalMohammad S. KhanMahmoud DaneshmandAmir H. Gandomi

Abstract

Wireless sensor networks (WSNs) groups specialized transducers that provide sensing services to Internet of Things (IoT) devices with limited energy and storage resources. Since replacement or recharging of batteries in sensor nodes is almost impossible, power consumption becomes one of the crucial design issues in WSN. Clustering algorithm plays an important role in power conservation for the energy constrained network. Choosing a cluster head (CH) can appropriately balance the load in the network thereby reducing energy consumption and enhancing lifetime. This paper focuses on an efficient CH election scheme that rotates the CH position among the nodes with higher energy level as compared to other. The algorithm considers initial energy, residual energy, and an optimum value of CHs to elect the next group of CHs for the network that suits for IoT applications, such as environmental monitoring, smart cities, and systems. Simulation analysis shows the modified version performs better than the low energy adaptive clustering hierarchy protocol by enhancing the throughput by 60%, lifetime by 66%, and residual energy by 64%.

Energy Efficient Wireless Sensor NetworksEnergy Harvesting in Wireless NetworksIoT and Edge/Fog ComputingComputer scienceWireless sensor networkCluster analysisEnergy consumptionThroughputEfficient energy useComputer networkDistributed computingEnergy conservationReal-time computing
Citations
474
FWCI
52.86
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References
39
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References
Research Directions for the Internet of Things
IEEE Internet of Things Journal · 2014 · 1,915 citations
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications · 2002 · 10,515 citations
An Information Framework for Creating a Smart City Through Internet of Things
IEEE Internet of Things Journal · 2014 · 1,317 citations
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