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一种基于预测的WSN非均衡分簇路由算法 被引量:6

An Unequal Clustering Algorithm in Wireless Sensor Networks Based on Traffic Prediction
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摘要 无线传感器网络由部署在一定区域内大量传感器节点组成.针对无线传感器网络中分簇路由算法中存在的"热区"问题,提出了一种基于虚拟区域划分的非均衡簇路由算法.算法将簇划分的任务交由能量无限制的汇聚节点完成,使得靠近汇聚节点的内层簇的规模小于外层簇的规模.在簇的结构中引入了主、从簇头节点,从而实现了分布式簇头选举工作,同时在分簇过程中避免了每个阶段的能量消耗.将Markov预测模型引入到主簇头节点的更换过程中,从而避免了主簇头因为能量完全消耗而死亡,也避免了因为主簇头死亡而造成网络分割,降低网络的生存时间,利用NS2.26仿真平台对基于虚拟区域划分的非均衡簇路由算法进行了仿真验证,结果表明与传统路由算法相比,该算法延长了WSN的生存时间,有效提高了WSN网络健壮度. Wireless sensor networks are composed of a large number of sensor nodes that are densely deployed inside the phenomenon.An unequal cluster of routing algorithm is proposed based on divided virtual region for "hot spot" in clustering routing protocol with many jumps in the wireless sensor network.The routing algorithm gives the task of dividing clusters to the sink node with non-limited energy,such that the scale of inside cluster layer near the sink node is smaller than that of outer layer cluster.To realize the distributed election work of cluster head and avoid energy consumption in each wheel,main and vice cluster head is taken into the structure of clusters.The Markov forecast model is used to the replacement process of main cluster head.Thus,both the death of main cluster head due to exhausting energy completely and the network division because of the death are avoided.The life of the network is also reduced.Using the NS2.26 platform to simulate the proposed algorithm,the result indicates that compared with the traditional routing algorithm,this routing algorithm can prolong the life of WSN and enlarge the survival node number of WSN.
作者 李捷 韩志杰
出处 《计算机研究与发展》 EI CSCD 北大核心 2010年第8期1459-1465,共7页 Journal of Computer Research and Development
基金 国家"八六三"高技术研究发展计划基金项目(2007AA01Z478 2007AA04Z148) 河南省重点攻关项目(082102210006) 河南省高等学校青年骨干教师资助计划基金项目
关键词 无线传感器网络 路由 Markov:热区:流量预测 wireless sensor networks(WSN) route Markov hot spot traffic prediction
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参考文献8

  • 1Fang Q,Zhao F,Guibas L.Lightweight sensing and communication protocols for target enumeration and aggregation[C] //Proc of the 4th ACM Int Symp on Mobile Ad Hoc Networking & Computing.New York:ACM,2003:165-176. 被引量:1
  • 2Younis M,Youssef M,Arisha K.Energy-Aware routing in cluster-based sensor networks[C] //Proc of the 10th IEEE Int Symp on Modeling,Analysis and Simulation of Computer and Telecommunications Systems.Los Alamitos,CA:IEEE Computer Society,2002:129-136. 被引量:1
  • 3Mhatre V,Rosenberg C.Design guidelines for wireless sensor networks:Communication[J].Clustering and Aggregation Ad Hoc Network Journal,2004,2(1):45-63. 被引量:1
  • 4Li C,Ye M,et al.An energy-efficient unequal clustering mechanism for wireless sensor networks[C] //Proc of the 2nd IEEE Conf on Mobile Ad-Hoc and Sensor Systems(MASS).Washington,DC:IEEE,2005:597-604. 被引量:1
  • 5Handy M J,Haase M,Timmermann D.Low energy adaptive clustering hierarchy with deterministic cluster-head selection[C] //Proc of the 4th IEEE Conf on Mobile and Wireless Communications Networks.New York:IEEE Communications Society,2002:368-372. 被引量:1
  • 6Younis O,Fahmy S.HEED:A hybrid,energy-efficient,distributed clustering approach for ad hoc sensor networks[J].IEEE Trans on Mobile Computing,2004,3(4):366-379. 被引量:1
  • 7刘昕,王全玉,金旭亮.基于能量感知的数据汇聚和路由协议[J].计算机研究与发展,2008,45(1):83-89. 被引量:16
  • 8吴小兵,陈贵海.无线传感器网络中节点非均匀分布的能量空洞问题[J].计算机学报,2008,31(2):253-261. 被引量:125

二级参考文献31

  • 1唐勇,周明天,张欣.无线传感器网络路由协议研究进展[J].软件学报,2006,17(3):410-421. 被引量:201
  • 2杨文国,郭田德,赵彤.基于动态规划的无线传感器网络的路由算法[J].计算机研究与发展,2007,44(5):890-897. 被引量:19
  • 3A Cerpa, D Estrin. ASCENT: Adaptive self-configuring sensor networks topologies [C]. In: Proc of the IEEE INFOCOM 2002. Los Alamitos, CA: IEEE Computer Society Press, 2002. 272-285. 被引量:1
  • 4V Kawadia, P R Kumar. Power control and clustering in ad hoc networks [C]. In: Proc of the IEEE INFOCOM 2003. Los Alamitos, CA: IEEE Computer Society Press, 2003. 459-469. 被引量:1
  • 5J Kulik, W R Heinzelman, H Balakrishnan. Negotiation-based protocols for disseminating information in wireless sensor networks [J]. ACM Wireless Networks, 2002, 8(2): 169-185. 被引量:1
  • 6F Kuhn, T Moscibroda, R Wattenhofer. Fault-tolerant clustering in ad hoc and sensor networks [C]. In: Proc of the 26th IEEE Int'l Conf on Distribute, Computing Systems (ICDCS' 06). Los Alamitos, CA: IEEE Computer Society Press, 2006. 1579-1584. 被引量:1
  • 7K Sohrabi, J Gao, V Ailawadhi, et al. Protocols for selforganization of a wireless sensor network [J]. IEEE Personal Communications Magazine, 2000, 7(5): 16-27. 被引量:1
  • 8Heinzelman W R. An application-specific protocol architecture for wireless microsensor networks [J ]. IEEE Trans on Wireless Communications, 2002, 1(4): 660-670. 被引量:1
  • 9S Bandyopadhyay, E Coyle. An energy-efficient hierarchical clustering algorithm for wireless sensor networks [C]. In: Proc of the IEEE INFOCOM 2003. Los Alamitos, CA: IEEE Computer Society Press, 2003. 1713-1723. 被引量:1
  • 10W R Heinzelman, J Kulik, H Balakrishnan. Adaptive protocols for information dissemination in wireless sensor networks [C]. In: Proc of the 5th Annual Int'l Conf on Mobile Computing and Networking. New York: ACM Press, 2001. 174-185. 被引量:1

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