计算机科学 ›› 2015, Vol. 42 ›› Issue (Z11): 292-295.

• 网络与通信 • 上一篇    下一篇

物联网中基于RFID的移动标签定位方案

郭平,谢磊   

  1. 广东交通职业技术学院信息管理中心 广州510650,南京大学计算机科学与技术系 南京210023
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金(61472185/F02080),广东省教育科研“十二五”规划项目(2011TJK076),广东省交通厅项目(201302093)资助

Localization Scheme for Mobile Tags Based on RFID in Internet of Things

GUO Ping and XIE Lei   

  • Online:2018-11-14 Published:2018-11-14

摘要: 当前基于RFID的定位系统无法使用异构移动阅读器按照分布式策略定位移动标签,且定位精度低下。针对这种情况,提出了LSMT-RFID系统。该系统使用一组异构移动式RFID阅读器来定位移动RFID标签,移动阅读器通过时间约束交错过程展开合作,附近的阅读器通过共享询问信息来相应地估计标签位置,并使用主动和被动协议来确保位置信息的及时传输。基于ns-3的仿真实验来评估方案的定位能力,重点考察了平均定位误差和定位延时。实验结果表明,本方案能实现有效定位。

关键词: 物联网,RFID,阅读器,定位,精度,合作

Abstract: In existing localization systems of using RFID technology,there is a lack of systems that localize mobile tags using heterogeneous mobile readers in a distributed manner,and positioning accuracy is low.We proposed the LSMT-RFID system for localizing mobile RFID tags using a group of ad hoc heterogeneous mobile RFID readers.Mobile readers cooperate with each other through time-constrained interleaving processes,and those readers in neighborhood share interrogation information,estimate tag locations accordingly and employ both proactive and reactive protocols to ensure timely dissemination of location information.Simulation experiments based on ns-3 were set to the positioning capability of the scheme,especially,the average localization error and positioning delay.The results show that the proposed scheme can achieve effective positioning.

Key words: Internet of things,RFID,Readers,Localization,Accuracy,Cooperation

[1] 彭商濂,李战怀,李强,等.RFID 数据流上多目标复杂事件检测[J].计算机研究与发展,2012,49(9):1910-1925
[2] La Porta T F,Maselli G,Petrioli C.Anticollision protocols for single-reader rfid systems:Temporal analysis and optimization[J].IEEE Transactions on Mobile Computing,2011,10(2):267-279
[3] Bu K,Xiao B,Xiao Q,et al.Efficient pinpointing of misplaced tags in large RFID systems[C]∥2011 8th Annual IEEE Communications Society Conference on Sensor,Mesh and Ad hoc Communications and Networks (SECON).IEEE,2011:287-295
[4] Sanpechuda T,Kovavisaruch L.A review of RFID localization:Applications and techniques[C]∥5th International Conference on Electrical Engineering/Electronics,Computer,Telecommunications and Information Technology,2008(ECTI-CON 2008).IEEE,2008:769-772
[5] Choi B S,Lee J W,Lee J J,et al.A hierarchical algorithm for indoor mobile robot localization using RFID sensor fusion [J].IEEE Transactions on Industrial Electronics,2011,58(6):2226-2235
[6] Han S,Lim H S,Lee J M.An efficient localization scheme for a differential-driving mobile robot based on RFID system [J].IEEE Transactions on Industrial Electronics,2007,54(6):3362-3369
[7] Asadzadeh P,Kulik L,Tanin E.Gesture recognition using RFID technology[J].Personal and Ubiquitous Computing,2012,16(3):225-234
[8] Papapostolou A,Chaouchi H.RFID-assisted indoor localization and the impact of interference on its performance [J].Journal of Network and Computer Applications,2011,34(3):902-913
[9] Ni W,Xiao W,Toh Y K,et al.Fingerprint-MDS based algorithm for indoor wireless localization[C]∥2010 IEEE 21st International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC).IEEE,2010:1972-1977
[10] Zhao Y,Liu Y,Ni L M.VIRE:Active RFID-based localization using virtual reference elimination[C]∥International Conference on Parallel Processing,2007(ICPP 2007).IEEE,2007:56-66
[11] Bouet M,Pujolle G.L-VIRT:Range-free 3-D localization ofRFID tags based on topological constraints [J].Computer Communications,2009,32(13):1485-1494

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