A Passive UHF-RFID System for the Localization of an Indoor Autonomous Vehicle

被引:108
作者
DiGiampaolo, Emidio [1 ]
Martinelli, Francesco [2 ]
机构
[1] Univ Aquila, Elect & Informat Engn Dept, I-67100 Laquila, Italy
[2] Univ Roma Tor Vergata, Dept Comp Sci Syst & Prod, I-00133 Rome, Italy
关键词
Global localization; Kalman filter; radio frequency identification (RFID); ultrahigh frequency (UHF); MOBILE ROBOT;
D O I
10.1109/TIE.2011.2173091
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A global localization system combining odometry data with radio frequency identification (RFID) readings is proposed. RFID tags are placed at the ceiling of the environment and can be detected by a mobile robot unit traveling below them. The detection of the tags is the only information used in the proposed approach (no distance or bearing to the tag is considered available), but differently from similar localization setups reported in the literature, only a small number (about one each square meter or less) of tags are used. This is possible using a suitable tag's antenna in ultrahigh frequency band, expressly designed to obtain regular and stable RFID detection regions, which allows us to consider an efficient Kalman filtering approach to fuse RFID readings with the vehicle odometry data. A satisfactory performance is achieved, with an average position error of about 0.1 m. The hardware/software localization setup described in this paper is cheap and easy to use and may provide a satisfactory approach in several industrial and domestic scenarios.
引用
收藏
页码:3961 / 3970
页数:10
相关论文
共 29 条
[1]  
[Anonymous], P WIR MOB COMP NETW
[2]  
Austin D. J., 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065), P1036, DOI 10.1109/ROBOT.2000.844736
[3]   Constrained and quantized Kalman filtering for an RFID robot localization problem [J].
Boccadoro, Mauro ;
Martinelli, Francesco ;
Pagnottelli, Stefano .
AUTONOMOUS ROBOTS, 2010, 29 (3-4) :235-251
[4]  
Borenstein J, 1997, J ROBOTIC SYST, V14, P231, DOI 10.1002/(SICI)1097-4563(199704)14:4<231::AID-ROB2>3.0.CO
[5]  
2-R
[6]  
Byoung-Suk Choi, 2008, 2008 6th IEEE International Conference on Industrial Informatics (INDIN), P412, DOI 10.1109/INDIN.2008.4618134
[7]   A Hierarchical Algorithm for Indoor Mobile Robot Localization Using RFID Sensor Fusion [J].
Choi, Byoung-Suk ;
Lee, Joon-Woo ;
Lee, Ju-Jang ;
Park, Kyoung-Taik .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (06) :2226-2235
[8]   RFID-Guided Robots for Pervasive Automation [J].
Deyle, Travis ;
Nguyen, Hai ;
Reynolds, Matthew S. ;
Kemp, Charles C. .
IEEE PERVASIVE COMPUTING, 2010, 9 (02) :37-45
[9]  
Di Giampaolo E., 2009, 2009 3rd European Conference on Antennas and Propagation. EuCAP 2009, P3269
[10]  
Di Giampaolo E., 2009, Progress In Electromagnetics Research B, V13, P357, DOI 10.2528/PIERB09012904