RSSI-Based Maximum Likelihood Localization of Passive RFID Tags Using a Mobile Cart

被引:0
作者
Siachalou, Stavroula [1 ]
Bletsas, Aggelos [2 ]
Sahalos, John [3 ]
Dimitriou, Antonis G. [1 ]
机构
[1] Aristotle Univ Thessaloniki, Sch Elect & Comp Engn, Thessaloniki, Greece
[2] Tech Univ Crete, Sch Elect & Comp Engn, Khania, Greece
[3] Univ Nicosia, Sch Elect & Comp Engn, Nicosia, Cyprus
来源
2016 IEEE WIRELESS POWER TRANSFER CONFERENCE (WPTC) | 2016年
关键词
Localization; RSSI; RFID; Maximum Likelihood Estimation;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper a maximum likelihood estimator of the locations of passive RFID tags is presented, exploiting the Received Signal Strength Information (RSSI) collected at the reader. The reader-antenna is fixed on a moving cart and collects RFID data in the area of interest. Locations of the reader-antenna and of the target-objects are obtained by the RSSI of "reference" tags placed at known positions. The proposed method can be applied using commercial RFID equipment. Measurements were conducted in an office environment; mean error of 25cm with standard deviation equal to 12,4cm is recorded. Localization accuracy can be further improved by increasing the density of the "reference" tags and the number of reader antennas.
引用
收藏
页数:4
相关论文
共 8 条
[1]   Community RF Sensing for Source Localization [J].
Alimpertis, Emmanouil ;
Fasarakis-Hilliard, Nikos ;
Bletsas, Aggelos .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (04) :393-396
[2]   Least squares algorithms for time-of-arrival-based mobile location [J].
Cheung, KW ;
So, HC ;
Ma, WK ;
Chan, YT .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (04) :1121-1128
[3]  
Dimitriou A. G., 2013, 2013 International Conference on Electromagnetics in Advanced Applications (ICEAA), P603, DOI 10.1109/ICEAA.2013.6632312
[4]  
Dimitriou A. G., 2015, 9 EUR C ANT PROP LIS
[5]   A Site-Specific Stochastic Propagation Model for Passive UHF RFID [J].
Dimitriou, Antonis G. ;
Siachalou, Stavroula ;
Bletsas, Aggelos ;
Sahalos, John N. .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2014, 13 :623-626
[6]  
Joho D, 2009, IEEE INT CONF ROBOT, P1213
[7]   A comprehensive tutorial on localization: Algorithms and performance analysis tools [J].
Macagnano, Davide ;
Destino, Giuseppe ;
Abreu, Giuseppe .
International Journal of Wireless Information Networks, 2012, 19 (04) :290-314
[8]  
Rong Peng, 2006, 2006 3rd Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (IEEE Cat. No. 06EX1523), P374