Paper Title
An Energy-Efficient Heterogeneous Clustering in WSN Using Hybrid PSO
Abstract
Wireless sensor network (WSN) nodes are devices with less energy, and the key goals of the WSN routing
protocols are to lessen node energy consumption and extended network lifetime. However, irrational considerations of node
energy heterogeneity can result in an energy imbalance among nodes in Heterogeneous WSNs (HWSNs).This work proposes
a new and dynamic GAEBCS(Genetic Algorithm-Entropy Based Clustering Scheme) method which reduces the rate of
convergence from local entropy information of sensor nodes and uses this as criteria of better cluster formation and
cluster head selection. The simulation is conducted at MATLAB and the findings of the simulation show that the proposed
approach exceeds the energy consumption and the network lifetime of the existing research methodology.
Keywords - WSN, Residual Energy (RE), CH Selection, Energy- Efficient (EE), Network Lifetime, GAEBCS
Author - Shrawan Kumar, Akhilesh Kumar
Published : Volume-10,Issue-6 ( Jun, 2023 )
DOIONLINE Number - IJAECS-IRAJ-DOIONLINE-19873
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Published on 2023-10-18 |
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