[1]毕晓君,张艳双.基于免疫算法的无线传感器网络路由算法[J].智能系统学报,2009,4(1):67-71.
BI Xiao-jun,ZHANG Yan-shuang.A routing algorithm for wireless sensor networks based on an immune algorithm[J].CAAI Transactions on Intelligent Systems,2009,4(1):67-71.
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BI Xiao-jun,ZHANG Yan-shuang.A routing algorithm for wireless sensor networks based on an immune algorithm[J].CAAI Transactions on Intelligent Systems,2009,4(1):67-71.
基于免疫算法的无线传感器网络路由算法
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
4
期数:
2009年第1期
页码:
67-71
栏目:
学术论文—智能系统
出版日期:
2009-02-25
- Title:
- A routing algorithm for wireless sensor networks based on an immune algorithm
- 文章编号:
- 1673-4785(2009)01-0067-05
- Keywords:
- wireless sensor network; data fusion; immune algorithm; MA
- 分类号:
- TN914
- 文献标志码:
- A
- 摘要:
- 针对移动代理(MA)以能量有效的方式收集相关性数据的特点，提出一种基于免疫算法的数据融合路由算法.利用免疫算法的寻优能力对MA路由进行全局优化，并根据节点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节点是否进行数据融合进行选择，以提高信息收集过程中网络能量效率.实验结果表明，该算法具有更好的能量利用效率和较低延时.
- Abstract:
- Mobile agents (MA) collect correlated data in an energy efficient way: we proposed an adaptive data fusion routing algorithm based on such an immune algorithm. With this method, a global route optimization was performed using the search ability of our MA immune algorithm. Then, according to data transmission cost and energy gain, the algorithm adaptively determined whether fusion was made for every node the moving agent transmitted, so that energy efficiency in the network was improved in the course of data collection. Simulation results showed that this algorithm has better energy efficiency and low time delay.
- 参考文献/References:
-
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WANG Jun, CAO Yongtao, MI Zhengkun. Simulation annealing solution for the routing problem of mobile agents in wireless sensor networks［J］.Journal of Nanjing University of Posts and Telecommunications, 2007, 27(1): 64-68.
［9］胡海峰，杨 震. 无线传感器网络中基于移动代理的自适应数据融合路由算法［J］. 电子与信息学报，2008, 30(9): 2254-2258.
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备注/Memo
收稿日期：2008-09-26.
作者简介：
毕晓君，女，1964年生，教授，博士生导师，博士，中国图像图形学会会员，黑龙江省生物医学工程学会常务副理事长，黑龙江省人工智能学会常务理事.主要研究方向为图像处理、语音识别合成技术、信息智能处理技术.先后承担省部级科研项目7项，获得省部级科学技术进步二等奖2项、三等奖3项.发表学术论文31篇，其中9篇被EI收录.
张艳双，男，1984年生，硕士研究生，主要研究方向为通信与信息系统、无线传感器网络、人工智能.
更新日期/Last Update:
2009-03-24