An optimal energyefficient clustering method in wireless sensor networks using multi‐objective genetic algorithm

A Peiravi, HR Mashhadi… - International Journal of …, 2013 - Wiley Online Library
… Genetic algorithm is a population-based optimization algorithm that uses random … algorithm
in order to get the most efficient clustering scheme. The reason for choosing this algorithm is …

Energy efficient clustering algorithm based on particle swarm optimization technique for wireless sensor networks

S Loganathan, J Arumugam - Wireless Personal Communications, 2021 - Springer
… This paper introduces a novel energy efficient cluster head selection algorithm focused on
particle swarm optimization to address the problem of disparity clustering issue, and routing. …

Energy-efficiency clustering protocol in wireless sensor networks

JS Liu, CHR Lin - Ad Hoc Networks, 2005 - Elsevier
… employed are power-limited in nature, introducing the conventional clustering approach to
the sensor networks provides a unique challenge due to the fact that cluster-heads, which are …

Distance-based energy efficient clustering for wireless sensor networks

SH Lee, JJ Yoo, TC Chung - … on Local Computer Networks, 2004 - ieeexplore.ieee.org
… -organizing clustering method based … of cluster in terms of the distance from the sink. The
farther the distance from the sink, the more cluster is formed in case of single hop with clustering

[PDF][PDF] A clustering method for energy efficient routing in wireless sensor networks

T Kang, J Yun, H Lee, I Lee, H Kim, B Lee… - … , Hardware, Wireless …, 2007 - Citeseer
… distributed cluster-based routing protocols in wireless sensor networks. Clustering algorithm
of the … about even distribution of cluster heads over the network. And it assumes that each …

[PDF][PDF] Energy and distance based clustering: An energy efficient clustering method for wireless sensor networks

M Saeidmanesh, M Hajimohammadi… - International Journal of …, 2009 - Citeseer
… an energy efficient cluster based communication protocol for wireless sensor network. Our
… In this paper, we have presented EDBC, an energy efficient clustering method for WSNs and …

An energy-efficient unequal clustering mechanism for wireless sensor networks

C Li, M Ye, G Chen, J Wu - … on Mobile Adhoc and Sensor …, 2005 - ieeexplore.ieee.org
network uncovered and causing network partition. To address the problem, we propose an
EnergyEfficient Unequal Clustering (… in wireless sensor networks. It partitions the nodes into …

An energy-efficient clustering solution for wireless sensor networks

D Wei, Y Jin, S Vural, K Moessner… - … on wireless …, 2011 - ieeexplore.ieee.org
… at different parts of the network. This paper proposes a distributed clustering algorithm,
Energy-efficient Clustering (EC), that determines suitable cluster sizes depending on the hop …

Energy-efficient clustering method for wireless sensor networks using modified gravitational search algorithm

S Ebrahimi Mood, MM Javidi - Evolving systems, 2020 - Springer
… objective function for energy-efficient clustering method in wireless sensor networks. We …
In this paper, a clustering method is used to increase the network lifetime. So, the nodes are …

Energy efficient clustering and routing in a wireless sensor networks

GR Asha - Procedia computer science, 2018 - Elsevier
… In the proposed approach the SNs are deployed primarily for effective monitoring of the … &
energy efficiency is achieved through the soft computing algorithm through efficient clustering