期刊文献+

基于分簇与自适应加权的WSN数据融合算法 被引量:1

A Data Aggregation Algorithm for WSN Based on Clustering and Weighing-estimation
下载PDF
导出
摘要 针对无线传感器网络自身能量有限需要节能的问题,提出了网络的最优分簇规模算法;考虑到簇首的负担较重,提出要选择剩余能量较高的节点作为簇首.这样可以有效延长WSN的生命周期,提高WSN的使用效率.最后结合按测量方差的自适应加权数据融合算法对收集的数据进行融合,减少数据传输,进一步达到节能的作用. Regarding to the situation that the wireless sensor networks have limited energy and require energy -saving ,an optimally scaled clustering algorithm for network have been proposed in this paper .Moreover taking the heavier burden of cluster heads into account ,the node that has higher residual energy is chosen as the cluster head , which can effectively extend the lifecycle and improve the efficiency of the use of WSN .Finally ,with the way of coordinating the adaptive weighing-estimation data aggregation algorithm measurement variance of to integrate the collected data ,reduce the data transmission ,further to achieve the effect of energy saving .
作者 陶志勇 王雪
出处 《微电子学与计算机》 CSCD 北大核心 2013年第11期136-138,142,共4页 Microelectronics & Computer
基金 辽宁省教育厅科学科研基金项目(L2010167)
关键词 无线传感器网络 分簇算法 自适应加权 数据融合 wireless sensor network clustering algorithm weighing-estimation data aggregation
  • 相关文献

参考文献6

二级参考文献44

  • 1段战胜,韩崇昭,陶唐飞.基于最小二乘准则的多传感器参数估计数据融合[J].计算机工程与应用,2004,40(15):1-3. 被引量:12
  • 2毕艳忠,孙利民.传感器网络中的数据融合[J].计算机科学,2004,31(7):101-103. 被引量:23
  • 3蔡菲娜,刘勤贤,朱根兴,杜丰.数据融合方法在单传感器系统中的应用[J].数据采集与处理,2005,20(1):88-90. 被引量:18
  • 4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:373
  • 5[1]Akyildiz I F, Su W,Sankarasubramaniam Y,Cayirci E. A survey on sensor networks. IEEE Communications Magazine, 2002, 40(8) :102~114 被引量:1
  • 6[2]Heinzelman W R,Chandrakasan A,Balakrishnan H. Energy-efficient communication protocol for wireless microsensor networks.In: Proc. of the33rd Intl. Conf. on System Sciences (HICSS '00), Jan. 2000. 1~10 被引量:1
  • 7[3]Intanagonwiwat C,Govindan R,Estrin D. Directed diffusion: A scalable and robust communication paradigm for sensor networks. In :Proc. of the Sixth Annual ACM/IEEE Intl. Conf. on Mobile Computing and Networking (Mobicom'2000), Boston,Massachusetts, August 2000 被引量:1
  • 8[4]Manjeshwar,Agarwal D P. TEEN: a routing protocol for enhanced efficiency in wireless sensor networks. In: 1st Intl. Workshop on Parallel and Distributed Computing Issues in Wireless Networks and Mobile Computing, April 2001 被引量:1
  • 9[5]Lindsey S,Raghavendra C S, Sivalingam K. Data Gathering in Sensor Networks using the Energy * Delay Metric. In: Proc. of the IPDPS Workshop on Issues in Wireless Networks and Mobile Computing, 2001 被引量:1
  • 10[6]Heidemann J, et al. Building efficient wireless sensor networks with low-level naming. In : Proc. of the ACM Symposium on Operating Systems Principles, Banff, Canada, Oct. 2001 被引量:1

共引文献100

同被引文献1

引证文献1

二级引证文献7

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