DocumentCode :
170425
Title :
Twins: Device-free object tracking using passive tags
Author :
Jinsong Han ; Chen Qian ; Xing Wang ; Dan Ma ; Jizhong Zhao ; Pengfeng Zhang ; Wei Xi ; Zhiping Jiang
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´an Jiaotong Univ., Xi´an, China
fYear :
2014
fDate :
April 27 2014-May 2 2014
Firstpage :
469
Lastpage :
476
Abstract :
Device-free based object tracking provides a promising solution for many localization and tracking systems to monitor non-cooperative objects which do not carry any transceiver such as intruders. However, existing device-free solutions mainly use sensors and active RFID tags, which are much more expensive compared to passive tags. In this paper, we propose a novel motion detection and tracking method using passive RFID tags, named Twins. The method leverages a phenomenon called critical state caused by interference among passive tags. We theoretically explain this phenomenon via an interference model and conduct extensive experiment to validate it. We design a practical Twins based intrusion detection system and implement a real prototype with commercial off-the-shelf reader and tags. Experimental results show that Twins is effective in detecting the moving object, with low location errors of 0.75m in average.
Keywords :
motion estimation; object detection; object tracking; radiofrequency identification; radiofrequency interference; safety systems; Twins based intrusion detection system; active RFID tags; commercial off-the-shelf reader; critical state; device-free based object tracking; device-free solutions; interference model; location errors; motion detection method; noncooperative objects; passive RFID tags; tracking method; tracking systems; Antennas; Couplings; Motion detection; Particle filters; Prototypes; Radiofrequency identification; Tracking; Critical State; Device-free; Passive RFID tag; Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM, 2014 Proceedings IEEE
Conference_Location :
Toronto, ON
Type :
conf
DOI :
10.1109/INFOCOM.2014.6847970
Filename :
6847970
Link To Document :
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