| 一种基于蚁群优化的无线传感器网络路由算法 |
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| 引用本文： | 朱思峰,刘方,柴争义.一种基于蚁群优化的无线传感器网络路由算法[J].北京理工大学学报,2010,30(11):1295-1300. |
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| 作者姓名： | 朱思峰 刘方 柴争义 |
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| 作者单位： | 周口师范学院,数学与信息科学系,河南,周口,466001;西安电子科技大学,计算机学院,陕西,西安,710071;周口师范学院,数学与信息科学系,河南,周口,466001;西安电子科技大学,计算机学院,陕西,西安,710071 |
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| 基金项目： | 国家自然科学基金资助项目，河南省教育厅自然科学基金资助项目 |
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| 摘 要： | 提出了一种基于蚁群优化的无线传感器网络路由算法.根据无线传感器网络路由策略和蚁群优化的特点,构造了人工蚂蚁,设计了基于蚁群优化的路由算法框架,对算法收敛性进行了理论分析,并在NS仿真平台下进行了实验验证.结果表明,与SPIN,DD,HREEMR,SAR和GEAR路由算法相比,作者算法具有较好的节能性和全局寻优能力.
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| 关 键 词： | 蚁群优化 无线传感器网络 无线路由算法 算法收敛性分析 |
| 收稿时间： | 2009/6/29 0:00:00 |
A Novel Routing Algorithm of WSN Based on Ant Colony Optimization |
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| ZHU Si-feng,LIU Fang and CHAI Zheng-yi.A Novel Routing Algorithm of WSN Based on Ant Colony Optimization[J].Journal of Beijing Institute of Technology(Natural Science Edition),2010,30(11):1295-1300. |
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| Authors: | ZHU Si-feng LIU Fang and CHAI Zheng-yi |
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| Institution: | ZHU Si-feng1,2,LIU Fang1,CHAI Zheng-yi 2(1.Department of Mathematics &Information Science,Zhoukou Normal University,Zhoukou,He'nan 466001,China,2.School of Computer Science,Xidian University,Xi'an,Shaanxi 710071,China) |
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| Abstract: | A novel routing algorithm of wireless sensor network(WSN)based on ant colony optimization(ACO)is proposed.According to the routing strategy of WSN and the characteristic of ACO,the artificial ant and the framework of routing algorithm based on ACO were designed.The theoretical analysis of convergence of proposed algorithm was given and the simulation experiment in NS environment was done.The simulation result show that,in comparison with SPIN,DD,HREEMR,SAR and GEAR,the proposed algorithm has good energy sav... |
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| Keywords: | ant colony optimization wireless sensor network wireless routing algorithm convergence analysis of algorithm |
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