期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

基于RSSI的无线传感器网络加权质心定位算法 被引量：206

Weighted Centroid Localization Algorithm Based on RSSI for Wireless Sensor Networks
下载PDF
导出
摘要 节点定位是无线传感器网络中的关键技术之一.文中通过对无线电传播路径损耗模型的分析,提出了加权质心定位算法,用信标节点对未知节点的不同影响力来确定加权因子,以提高定位精度.并且在理论分析的基础上,提出了优选信标节点进行节点定位计算的规则,以此进一步提高节点定位精度.加权质心定位算法计算简单,定位过程中节点间无通信开销.节点定位精度较常用的极大似然估计算法高,具有较普遍的应用意义. Localization of nodes is a key technology for application of wireless sensor network. By analyzing the model of radio wave propagation loss, this paper provides a weighted centroid localization algorithm that uses coefficients, which are decided by the influence of beacons to unknown nodes, to prompt localization accuracy. A criterion which is used to select beacon nodes for computing the position of nodes and improving localization accuracy is also suggested. Weighted centroid localization algorithm is simple and no communication is needed while locating. The weighted centroid localization algorithm has higher accuracy than maximum likelihood estimation and can be applied to many applications.
作者 陈维克 李文锋 首珩 袁兵
机构地区 武汉理工大学物流工程学院 湖南铁道职业技术学院
出处 《武汉理工大学学报（交通科学与工程版）》 2006年第2期265-268,共4页 Journal of Wuhan University of Technology（Transportation Science & Engineering）
基金 国家自然科学基金项目资助(批准号:60475031) 湖北青年杰出人才基金项目资助(批准号:2005ABB021)
关键词 无线传感器网络 定位 质心算法 信标节点 极大似然估计 wireless sensor network localization centroid algorithm beacon node maximum likelihood estimate
分类号 TP212.6 [自动化与计算机技术—检测技术与自动化装置]
  • 相关文献

参考文献5

  • 1王福豹,史龙,任丰原.无线传感器网络中的自身定位系统和算法[J].软件学报,2005,16(5):857-868. 被引量：672
  • 2Bahl P,Padmanabhan V N.RADAR:an in-building RF-based user location and tracking system.//Proc.of the IEEE INFOCOM,2000,2,Tel Aviv:IEEE Computer and Communications Societies,2000:775-784.
  • 3Niculescu D,Nath B.DV based positioning in ad hoc networks.Journal of Telecommunication Systems,2003,22(1/4):267-280.
  • 4Doherty L,Pister K S J,Ghaoui L E.Convex position estimation in wireless sensor networks.//Proc.of the IEEE INFOCOM,2001,3,Anchorage:IEEE Computer and Communications Societies,2001:1 655-1 663.
  • 5Theodore S Rappaport.Wireless communications:principles and practice.[S.l]:Prentice Hall PTR,1996.

二级参考文献53

  • 1Bulusu N. Self-Configuring localization systems [Ph.D. Thesis]. Los Angeles: University of California, 2002.
  • 2Welch G, Bishop G, Vicci L, Brumback S, Keller K, Colucci D. The HiBall tracker: High-Performance wide-area tracking for virtual and augmented environments. In: Proc. of the ACM Symp. on Virtual Reality Software and Technology. London: ACM Press, 1999. 1-11. http://www.cs.unc.edu/～welch/media/pdf/VRST99_HiBall.pdf
  • 3Sawides A, Han C-C, Srivastava MB. Dynamic fine-grained localization in ad-hoc networks of sensors. In: Proc. of the 7th Annual Int'l Conf. on Mobile Computing and Networking. Rome: ACM Press, 2001. 166-179. http://citeseer. ist.psu.edu/savvides01dynamic.html
  • 4Hazas M, Ward A. A novel broadband ultrasonic location system. In: Borriello G, Holmquist LE, eds. Proc. of the 4th Int'l Conf.on Ubiquitous Computing. Goteborg: Springer-Verlag, 2002. 264-280. http://www.viktoria.se/ubicomp/ap.html
  • 5Hazas M, Ward A. A high performance privacy-oriented location system. In: Titsworth F, ed. Proc. of the 1st IEEE Int'l Conf. on Pervasive Computing and Communications. Fort Worth: IEEE Computer Society, 2003. 216-233. http://www.comp.lancs.ac.uk/～hazas/Hazas03_AHighPerformancePrivacy-OrientedLS.pdf
  • 6Doherty L. Algorithms for position and data recovery in wireless sensor networks [MS. Thesis]. Berkeley: University of California,2000.
  • 7Avvides A, Park H, Srivastava MB. The bits and flops of the N-hop multilateration primitive for node localization problems. In:Proc. of the 1st ACM Int'l Workshop on Wireless Sensor Networks and Applications. Atlanta: ACM Press, 2002. 112-121.http://nesl.ee.ucla.edu/projects/ahlos/reports/tm20020307 AS.pdf
  • 8He T, Huang CD, Blum BM, Stankovic JA, Abdelzaher T. Range-Free localization schemes in large scale sensor networks. In: Proc.of the 9th Annual Int'l Conf. on Mobile Computing and Networking. San Diego: ACM Press, 2003.81-95. http://www.cs.virginia.edu/～th7c/paper/APIT_CS-2003 -06.pdf
  • 9Girod L, Bychovskiy V, Elson J, Estrin D. Locating tiny sensors in time and space: A case study. In: Werner B, ed. Proc. of the2002 IEEE Int'l Conf. on Computer Design: VLSI in Computers and Processors. Freiburg: IEEE Computer Society, 2002. 214-219.http://lecs.cs.ucla.edu/Publications/papers/iccd-2002.pdf
  • 10Priyantha NB, Miu AKL, Balakrishnan H, Teller S. The cricket compass for context-aware mobile applications. In: Proc. of the 7th Annual Int'l Conf. on Mobile Computing and Networking. Rome: ACM Press, 2001. 1-14. http://nms.lcs.mit.edu/papers/Cricket Compass.pdf

共引文献671

同被引文献1197

引证文献206

二级引证文献1301

武汉理工大学学报（交通科学与工程版）
2006年 第2期

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