1673-159X

CN 51-1686/N

RFID室内定位算法与天线布设方案研究

Research on the Indoor Location Algorithm and Antenna Arrangement Scheme of RFID

  • 摘要: 为提高室内定位系统性能、节约成本,提出一种基于多边测量的有源射频识别(RFID)室内三维定位算法。采取单个阅读器在4根天线下分时发射接收标签信号对未知标签进行定位,利用接收信号强度指示(RSSI)测得待定位标签到不同天线的距离,求解待定位标签位置。为探讨天线布设对定位精度的影响,对10 m×10 m×10 m空间内天线摆设方案进行了研究。仿真结果表明:采取4根天线对未知标签进行定位,先用多边定位法求出初始位置,再用迭代法求解标签坐标,并对标签定位3次,取其均值作为最终结果的方案, 其定位效果好;定位天线所构成的四面体体积越大,三维定位的误差均值越小。

     

    Abstract: In order to improve the performance and cost saving of indoor location system, a novel three dimensional indoor location algorithm based on multilateral measurement is proposed by using active radio frequency identification (RFID) in this paper. By using a single reader connected with four antennas to time-divisionly transmit/receive label signals, the distances of the tag to the different antennas are measured by the received signal strength indicators (RSSI). Then the unknown tag positions are located by the measured distances. In order to further improve the precision of location, the antenna arrangement scheme in the space of 10 meters×10 meters×10 meters is also studied. Simulation results show that 4 antennae are taken to fix unknown tags, calculating the initial position first with multilateral positioning method, and then solving label coordinate with iteration method, and locating the label 3 times, the average is taken as the final result that is the good positioning effect.It is also shown by simulations that the larger volumes of the tetrahedrons composed of the four antennas will result in the smaller errors of the three-dimensional positioning.

     

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