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The proposed scheme decides optimal number of clusters by employing a new approach for setting threshold value, including the probability of optimum number of ...
Abstract— Wireless sensor networks (WSN) is widely used for gathering data in the distributed fashion. In WSN, each node has limited energy resource ...
An energy efficient and optimal randomized clustering protocol for self-organizing WSNs by employing a new approach for setting threshold value, ...
In EEBC the sensor nodes are clustered randomly at first, and then they conduct self-adaptive optimization to balance the size of clusters. The structure of the ...
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This paper presents an Energy Optimization Approach (EOAMRCL) for WSNs, integrating the Grey Wolf Optimization (GWO) for enhanced performance.
Apr 1, 2024 · In this paper, we propose a method based on GNN to create static clusters of equal size. This approach aims to balance energy consumption among the nodes.
Mar 6, 2023 · This work proposes a solution where hybrid particle swarm optimization (HPSO) is paired with improved low-energy adaptive clustering hierarchy (HPSO-ILEACH) ...
In this paper, we propose a distributed, randomized clustering algorithm to organize the sensors in a wireless sensor network into clusters. We then extend this ...
Aug 10, 2024 · The LEACH protocol is a classical clustering and routing protocol designed for wireless sensor networks with the primary goal of optimizing ...
Aug 24, 2011 · An optimal method of clustering homogenous wireless sensor networks using a multi-objective two-nested genetic algorithm is presented.