A Clustering Algorithm of Wireless Sensor Networks Based on PSO

被引：0
|
作者：
Xu, Yubin [1 ]
Ji, Yun [1 ]
机构：
[1] Taiyuan Univ Sci & Technol, Sch Comp Sci & Technol, Taiyuan, Peoples R China
来源：
ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT I | 2011年 / 7002卷
关键词：
PSO; wireless sensor network; cluster-based routing protocol; lifetime;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The routing protocol of WSN based on clustering hierarchy has been one of the important research topics. An improved strategy based on LEACH (Low Energy Adaptive Clustering Hierarchy) is proposed in this paper, which uses the PSO algorithm to optimize clustering process by considering the energy, the communication costs, the load balance and other factors to determine the cluster-head node. The simulation results show that the improved algorithm can solve the problems in LEACH, such as uneven clustering, uneven load of the cluster-head node and other disadvantages, and it can prolong the WSN lifetime.
引用
收藏
页码：187 / 194
页数：8
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