文章基本信息

标题：A Novel Polymorphic Ant Colony -Based Clustering Mechanism for Wireless Sensor Networks
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作者：Xiang, Min ; Luo, Ling ; Jiang, Changjiang 等
期刊名称：Journal of Networks
印刷版ISSN：1796-2056
出版年度：2012
卷号：7
期号：10
页码：1576-1583
DOI：10.4304/jnw.7.10.1576-1583
语种：English
出版社：Academy Publisher
摘要：In wireless sensor networks, sensor nodes are extremely power constrained, so energy efficient clustering mechanism is mainly considered in the network topology management. A new clustering mechanism based on the polymorphic ant colony (PAC) is designed for dynamically controlling the networks clustering structure. According to different functions, the nodes of the networks are respectively defined as the queen ant, the scout ant and worker ant. Based on the calculated cost function and real-time pheromone, the queen ant restructures an optimum clustering structure. Furthermore, the worker ants and the scout ants can send or receive sensing data with optional communication path based on their pheromones. With the mechanism, the energy consumption in inter-cluster and intra-cluster communication for the worker ants and scout ants can be reduced. The simulation results demonstrate that the proposed mechanism can effectively remodel the clustering structure and improve the energy efficiency of the networks.
关键词：wireless sensor networks;clustering mechanism;polymorphic ant colony;pheromone;energy efficiency