A concentric clustering architecture with particle swarm optimization algorithm in a wireless sensor network

Young Long Chen, Neng Chung Wang, Mu Yen Chen, Yung Fa Huang, Yi Nung Shih

研究成果: Article同行評審

2 引文 斯高帕斯(Scopus)

摘要

The lifetime of wireless sensor networks (WSNs) is limited because the sensor nodes must rely on battery power, which is a limited resource. In this paper, we improve a Clustering Algorithm based on Social Insect Colonies (CASIC) to extend the lifetime of a WSN. We propose the CASIC with Particle Swarm Optimization (CASIC-PSO) scheme, which uses a Particle Swarm Optimization (PSO) algorithm to select a cluster head that can prevent the selection of inappropriate nodes and balance the node energy consumption. Simulation results show that our scheme effectively reduces energy consumption and extends the lifetime of WSNs.

原文English
頁(從 - 到)325-332
頁數8
期刊Sensors and Materials
26
發行號5
出版狀態Published - 2014

All Science Journal Classification (ASJC) codes

  • Instrumentation
  • Materials Science(all)

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