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基于遗传算法的无线传感器网络自适应数据融合路由算法

王天荆 杨震 胡海峰

王天荆, 杨震, 胡海峰. 基于遗传算法的无线传感器网络自适应数据融合路由算法[J]. 电子与信息学报, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535
引用本文: 王天荆, 杨震, 胡海峰. 基于遗传算法的无线传感器网络自适应数据融合路由算法[J]. 电子与信息学报, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535
Wang Tian-jing, Yang Zhen, Hu Hai-feng. An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535
Citation: Wang Tian-jing, Yang Zhen, Hu Hai-feng. An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2007, 29(9): 2244-2247. doi: 10.3724/SP.J.1146.2006.01535

基于遗传算法的无线传感器网络自适应数据融合路由算法

doi: 10.3724/SP.J.1146.2006.01535
基金项目: 

国家863计划项目(2002AA121068)和教育部重点科技项目(20655)资助课题

An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks

  • 摘要: 针对移动代理以能量有效的方式收集相关性数据的问题,该文提出了一种新的基于遗传算法的自适应数据融合路由算法。算法选择移动代理路由时,根据数据传输和融合能量开销及节能增益,对移动代理迁移到每个传感器节点是否进行数据融合做自适应选择,以在信息收集过程中提高网络能量效率。仿真结果表明自适应数据融合路由算法的能量效率优于完全数据融合路由算法和最邻近启发式算法。
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出版历程
  • 收稿日期:  2006-10-10
  • 修回日期:  2007-04-20
  • 刊出日期:  2007-09-19

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