系统仿真学报 ›› 2015, Vol. 27 ›› Issue (6): 1294-1300.doi: 10.16182/j.cnki.joss.2015.06.021

• 信息、控制、决策与仿真 • 上一篇    下一篇

基于射频识别的室内定位系统算法研究

石雪军, 纪志成   

  1. 江南大学电气自动化研究所,无锡 214122
  • 收稿日期:2014-05-09 修回日期:2014-09-19 出版日期:2015-06-08 发布日期:2021-01-15
  • 作者简介:石雪军(1989-),男,江苏南通人,硕士, 研究方向为控制理论与控制工程; 纪志成(1959-),男,浙江杭州人,博士,教授,博导,研究方向为风能转化系统多目标优化控制方法研究、电力电子及电力传动研究等。
  • 基金资助:
    国家高技术研究发展计划(863计划) (2013AA040405)

Indoor Positioning System Algorithm Based on RFID

Shi Xuejun, Ji Zhicheng   

  1. Institute of Electrical Automation, Jiangnan University, Wuxi 214122, China
  • Received:2014-05-09 Revised:2014-09-19 Online:2015-06-08 Published:2021-01-15

摘要: 针对无源射频识别(Radio Frequency Ientification,RFID)定位问题,在对比分析基于信号到达角(Angle Of Arrival,AOA)和信号到达时间差(Time Difference Of Arrival,TDOA)2种定位算法的原理和优缺点的基础上提出了无源超高频(Utra High Frequency,UHF)RFID室内定位混合方法,该方法以AOA定位算法为核心,融入了TDOA算法时间差的思想,并使用步进电机代替天线阵列,以一定的角速度带着UHF RFID阅读器绕轴旋转扫描标签以估算待定位标签的位置。仿真结果表明:该室内定位混合方法的精度优于以上任何一种单独的定位算法,是一种更加有效、定位更加精确的技术手段。

关键词: 射频识别, 信号到达角, 信号到达时间差, 无源超高频, 混合方法

Abstract: In order to solve the radio frequency identification (RFID) positioning problem, the working principle, advantages and disadvantages of two positioning methods (AOA and TDOA) were analyzed in detail by comparison, on the basis of which, an indoor positioning hybrid approach of Ultra High Frequency (UHF) RFID was proposed. This proposed approach took the AOA as the core and integrated the idea of time diference in TDOA. Moreover; the stepping motor and UHF reader were used simultaneously instead of antennas array to make UHF RFID reader whirl around an axis. Therefore, it is easy to scan each tag that can be found with the constant angular rate cand estimate their locations. The simulation results indicate that the accuracy of hybrid approach is better than separate positioning algorithm, which is a more effective and more precise positioning technology.

Key words: RFID, AOA, TDOA, passive UHF, hybrid approach

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