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具有能量和位置意识基于ACO的WSN路由算法 被引量：14

An Energy and Location Aware ACO Based Routing Algorithm for Wireless Sensor Networks
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摘要 通过融合传感器节点的剩余能量和地理位置信息,设计一种具有传感器节点能量和地理位置意识的基于蚁群优化方法的无线传感器网络路由算法(ELACO);针对路由空洞现象,提出一种路由回退机制,提高了路由搜索成功率.仿真结果表明,ELACO算法具有很高的路由查寻成功率,能够更好地均衡传感器节点能量消耗,从而延长网络使用寿命. An energy and location aware ACO based routing algorithm（ELACO） for WSNs is also designed by fusing the energy and location information of nodes.To bypass dead ends,a backward routing mechanism is established,as a result,the routing success rate increases.Simulation results show that the ELACO has a higher search success rate,efficiently balance node energy consumption to prolong the network lifetime.
作者 王小明 安小明
机构地区 陕西师范大学计算机科学学院
出处 《电子学报》 EI CAS CSCD 北大核心 2010年第8期1763-1769,共7页 Acta Electronica Sinica
基金 国家自然科学基金(No.60970054 No.60773224) 教育部科学研究重点项目(No.107106) 教育部留学回国人员科研启动基金
关键词 无线传感器网络 蚁群优化方法 前向区域 前向邻居节点 路由回退机制 WSN ant colony optimization method forward district forward neighbor node backward routing mechanism
分类号 TP393 [自动化与计算机技术—计算机应用技术]
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参考文献12

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共引文献65

同被引文献166

  • 1梁华为,陈万明,李帅,梅涛,孟庆虎.一种无线传感器网络蚁群优化路由算法[J].传感技术学报,2007,20(11):2450-2455. 被引量：32
  • 2刘小跃,马建峰,郝选文.双层卫星网络中的自适应路由算法(英文)[J].China Communications,2011,8(4):116-124. 被引量：3
  • 3李成法,陈贵海,叶懋,吴杰.一种基于非均匀分簇的无线传感器网络路由协议[J].计算机学报,2007,30(1):27-36. 被引量：370
  • 4Wang Gusng-Yuan,Zhang Yue.The theory of fuzzy stochastic processes.Fuzzy Sets and Systems,1992,51 (2):161-178.
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  • 9Nanda S,Panda G,Dash J K.A new solution method for fuzzy chance constrained programming problem.Fuzzy Optimization and Decision Making,2006,5(4):355-370.
  • 10Minhas M R,Gopalakrishnan S,Leung V C M.An online multipath routing algorithm for maximizing lifetime in wireless sensor networks//Proceedings of the 6th International Conference on Information Technology:New Generations (ITNG 2009).Las Vegas,NV,USA,2009:581-586.

引证文献14

二级引证文献120

电子学报
2010年 第8期

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