Planar Position and Orientation Estimation Using a 5.8 GHz RFID System

被引:0
|
作者
Akbar, Muhammad Bashir [1 ]
Taylor, David G. [2 ]
Durgin, Gregory D. [2 ]
机构
[1] Natl Univ Sci & Technol, Coll Aeronaut Engn, Lahore, Pakistan
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
来源
2019 IEEE INTERNATIONAL CONFERENCE ON RFID TECHNOLOGY AND APPLICATIONS (IEEE RFID-TA 2019) | 2019年
关键词
LOCALIZATION;
D O I
10.1109/rfid-ta.2019.8892226
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Precise object position and orientation estimation using RF tags is an emerging application of RFID technology. In this work, we present a novel wireless two-dimensional position and orientation estimation and tracking technique that illustrates the concept of sensor fusion - using multiple, disparate sensor measurements to synthesize a single, superior estimation of position and orientation. The technique is implemented using 5.8 GHz RFID system that consists of three RFID readers and a customized motion capture tag equipped with 9-axis inertial and compass sensors. The microwave reader extracts 9-axis inertial and compass data: 3-axis accelerometry, 3-axis gyrometry, and 3-axis magnetometry from the backscattered packet. The HIMR algorithm then fuses inertial, compass data and the RF signature of the backscattered signal to produce a motion-capture grade estimate of position and orientation. A positional estimation accuracy of 1-2 cm was achieved in the narrowband experiments conducted using 5.8 GHz RFID system operating on multiple frequencies.
引用
收藏
页数:6
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