A Concentric Clustering Architecture with Particle Swarm Optimization Algorithm in a Wireless Sensor Network

作者：Chen Young Long^*; Wang Neng Chung; Chen Mu Yen; Huang Yung Fa; Shih Yi Nung

来源：Sensors and Materials, 2014, 26(5): 325-332.

DOI：10.18494/sam.2014.992

• WSNs
• energy efficiency
• clustering algorithm
• PSO algorithm

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.

• 出版日期2014