期刊文献+

无线传感器网络基于多元簇首的分簇数据收集算法 被引量:10

Clustering Data Gathering Algorithm Based on Multiple Cluster Heads for Wireless Sensor Networks
下载PDF
导出
摘要 为了提高数据收集可靠性和延长网络生命周期,该文提出基于多元簇首的分簇数据收集算法。算法将网络划分为大小相等的栅格,由每个栅格中的节点各自构成一个簇,根据节点失效概率从每个栅格中选出多个簇首,并由同一栅格中的多个簇首协作完成栅格中节点的数据收集任务。此外,算法还采取了一些降低能量开销的措施。仿真实验结果表明,与现有相关算法相比,该算法具有较高的数据收集可靠性,并能够显著延长网络生命周期。 This paper presents clustering data gathering algorithm based on multiple cluster heads to enhance the reliability of data gathering and prolong the lifetime of network.First, the network is divided into equal grids, and the nodes in the same grid form a cluster. Then, multiple cluster heads are selected in each grid according to the failure probability of nodes, and the cluster heads in the same grid gather the data of nodes in this grid cooperatively. In addition,the algorithm adopts some measures to diminish energy consumption. Simulation results show that, comparing with correlative existing algorithms, the algorithm has higher reliability of data gathering and remarkably prolongs the lifetime of network.
出处 《电子与信息学报》 EI CSCD 北大核心 2014年第2期403-408,共6页 Journal of Electronics & Information Technology
基金 国家自然科学基金(60903225) 高等学校博士学科点专项科研项目(20114307110008)资助课题
关键词 无线传感器网络 分簇 数据收集 可靠性 节能 Wireless Sensor Networks (WSN) Clustering Data collection Reliability Energy efficient
  • 相关文献

参考文献16

  • 1李建中,高宏.无线传感器网络的研究进展[J].计算机研究与发展,2008,45(1):1-15. 被引量:441
  • 2Liu W, Chen H, and Chen M. A survey of wireless sensor networks[C]. Proceedings of the World Automation Congress, Puerto Vallarta, Mexico, 2012: 305-307.
  • 3任丰原,黄海宁,林闯.无线传感器网络[J].软件学报,2003,14(7):1282-1291. 被引量:1709
  • 4Sakthidharan G R and Chitra S. A survey on wireless sensor network: an application perspective[C]. Proceedings of the International Conference on Computer Communication and Informatics, Coimbatore, India, 2012: 1-5.
  • 5Abbasi A A and Younis M. A survey on clustering algorithms for wireless sensor networks[J]. Computer Communications, 2007, 30(14/15): 2826-2841.
  • 6Boyinbode O, Le H, Mbogho A, et al.. A survey on clustering algorithms for wireless sensor networks[C]. Proceedings of the International Conference on Network-Based Information Systems, Gifu, Japan, 2010: 358-364.
  • 7Kumar V, Jaln S, and Tiwari S. Energy efficient clusteringalgorithms in wireless sensor networks: a survey[J]. International Journal of Computer Science Issues, 2011, 8(5): 259-268.
  • 8Taah N, Ismail M, and Jumari K. An energy-efficient node-clustering algorithm in heterogeneous wireless sensor networks: a survey[J]. Journal of Applied Sciences, 2012, 12(13): 1332-1344.
  • 9Yick J, Mukherjee B, azld Ghosal D. Wireless sensor network survey[J]. Computer Networks, 2008, 52(12): 2292-2330.
  • 10Heinzelman W, Chandrakasan A, and Balakrishnan H. Energy-efficient communication protocol for wireless microsensor networks[C]. Proceedings of the International Conference on System Sciences. Hawaii, USA, 2000: 3005- 3014.

二级参考文献194

共引文献2109

同被引文献101

  • 1徐红兵,祝颖.基于拓扑控制的异类无线传感器网络分簇算法研究[J].电子科技大学学报,2006,35(S1):674-677. 被引量:5
  • 2范存群,王尚广,谷文哲,孙其博,杨放春.车联网下基于网络编码的高吞吐量多径路由算法[J].通信学报,2013,34(S1):133-141. 被引量:6
  • 3崔莉,鞠海玲,苗勇,李天璞,刘巍,赵泽.无线传感器网络研究进展[J].计算机研究与发展,2005,42(1):163-174. 被引量:730
  • 4Daflapurkar M P M,Patil B P.Performance Evaluation of WSN Parameters Using Reinforcement Learning:A Survey[J].Performance Evaluation,2013,1(9):1360-1365.
  • 5Liu Xiang,Jun Luo,Rosenberg C.Compressed Data Aggregation:Energy-efficient and High-fidelity Data Collection[J].IEEE/ACM Transactions on Networking,2013,21(6):1722-1735.
  • 6Andrews M,Dinitz M.Maximizing Capacity in Arbitrary Wireless Networks in the SINR Model:Complexity and Game Theory[C]//Proceedings of IEEE INFOCOM’09.[S.1.]:IEEE Press,2009:1332-1340.
  • 7Behzad A,Rubin I.Optimum Integrated Link Scheduling and Power Control for Multihop Wireless Networks[J].IEEE Transactions on Vehicular Technology,2011,56(1):194-205.
  • 8Incel O D,Ghosh A,Krishnamachari B,et al.Fast Data Collection in Tree-based Wireless Sensor Networks[J].IEEE Transactions on Mobile Computing,2012,11(1):86-99.
  • 9Fu L,Liew S C,Huang J.Joint Power Control and Link Scheduling in Wireless Networks for Throughput Optimization[C]//Proceedings of ICC’08.[S.1.]:IEEE Press,2008:3066-3072.
  • 10IEC 62591.HCF_SPEC-065 2.4GHz DSSSO-QPSK Physical Layer Specification.

引证文献10

二级引证文献38

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部