基于微粒群模型的无线传感器网络节点部署Deployment of Wireless Sensor Networks Nodes Based on Particle Swarm Optimization Model
户晓玲,曾建潮
摘要(Abstract):
提出了一种新的基于微粒群模型节点部署优化算法。该算法根据节点的位置信息建立节点部署优化模型,利用微粒群算法求解该优化模型,优化过程中的最优解作为节点的最终配置位置。仿真结果表明该算法有效的改善了网络的覆盖率。
关键词(KeyWords): 无线传感器网络;部署;微粒群算法;覆盖率
基金项目(Foundation): 国家自然科学基金资助项目(60674104)
作者(Author): 户晓玲,曾建潮
参考文献(References):
- [1]孙利民,李建中.无线传感器网络[M].北京:清华大学出版社,2006.
- [2]王殊.无线传感器网络的理论及应用[M].北京:北京航空大学出版社,2005.
- [3]谢洁锐,刘才兴.无线传感器网络的部署[D].广州:华南农业大学,2006.
- [4]王燕莉,安世全.无线传感器网络的覆盖问题研究[D].重庆:重庆邮电学院,2004.
- [5]曹峰,刘丽萍.能量有效的无线传感器网络部署[D].杭州:浙江大学,2006.
- [6]FONSECA C M,FLEMING PJ.Genetic Algorithms for Multi objective Optimization:Formulation,Discussion and Generalization,in Genetic Algorithms[C]//Proc.Fifth International Conference,Morgan Kaufmann,1993:416-423.
- [7]XIAO LING WU,SHU LEI,YANG JIE,et al.Swarm Based Sensor Deployment Optimization in Ad hoc Sensor Networks[C]//Proc.of ICESS'05/LNCS,Xi'an,China,2005:533-541.
- [8]NO JEONG HEO,PRAMOD K VARSHNEY.Energy-Efficient Deployment of Intelligent Mobile Sensor Networks[J].IEEETransactions on Systems,Man,and Cybernetics-Part A:Systems And Humans,2005,35(1):78-92.
- [9]ZHANG H,HOU J C.Maintaining Sensing Coverage and Connectivity in Large Sensor Networks[R].USA:University of Illinoisat Urbana-Champaign,2003.
- [10]曾建潮,崔志华.微粒群算法[M].北京:科学出版社,2000.
- [11]KENNEDY,EBERHARTR C.Particle Swarm Optimization[C]//Proceedings of IEEE International Conference on Neural Net-works,Perth,Australia,1995:1942-1948.