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应用PSO优化基于分簇的无线传感器网络路由协议
Alternative TitleOptimization of Cluster-based Routing Protocols in Wireless Sensor Network Using PSO
梁英; 于海斌; 曾鹏
Department工业控制系统研究室
Source Publication控制与决策
ISSN1001-0920
2006
Volume21Issue:4Pages:453-456,461
Indexed ByEI ; CSCD
EI Accession number2006259949224
CSCD IDCSCD:2358665
Contribution Rank1
Funding Organization国家自然科学基金项目(60434030,60374072)
Keyword粒子群算法 无线传感器网络 路由协议 分簇
Abstract分簇路由算法对大规模无线传感器网络远程监控系统具有较好的适应性和节能性,但现有算法在确定簇首过程中由于忽略了邻居节点的状态信息,容易导致簇内节点过早的出现盲节点现象,从而降低网络的生存时间.针对现有分簇算法的不足,提出了应用PSO算法优化分簇过程.仿真结果表明算法的性能得到了较好的改善,并有效地避免了盲节点现象的过早发生.
Other AbstractCluster-based routing protocols have the good adaptability for the remote monitoring of large-scale wireless sensor network.But the existing algorithms are prone to lead nodes in clusters to die early due to ignoring the state of neighbors in the process of cluster-heads decision.A new cluster-based algorithm using PSO is proposed to optimize clustering process.The election of cluster-heads needs synthetically consider the state information including location and energy reserved about candidates and their neighbors.The simulation results show that our protocol improves the performance and efficiently delay the occurrence time of dead nodes,and thus prolongs the network lifetime.
Language中文
Citation statistics
Cited Times:14[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/5080
Collection工业信息学研究室_工业控制系统研究室
Corresponding Author梁英
Affiliation1.中国科学院沈阳自动化研究所
2.中国科学院研究生院
Recommended Citation
GB/T 7714
梁英,于海斌,曾鹏. 应用PSO优化基于分簇的无线传感器网络路由协议[J]. 控制与决策,2006,21(4):453-456,461.
APA 梁英,于海斌,&曾鹏.(2006).应用PSO优化基于分簇的无线传感器网络路由协议.控制与决策,21(4),453-456,461.
MLA 梁英,et al."应用PSO优化基于分簇的无线传感器网络路由协议".控制与决策 21.4(2006):453-456,461.
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