One More Tag Enables Fine-Grained RFID Localization and Tracking

Exploiting radio frequency signals is promising for locating and tracking objects. Prior works focus on per-tag localization, in which each object is attached with one tag. In this paper, we propose a comprehensive localization and tracking scheme by attaching two RFID tags to one object. Instead of...

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Veröffentlicht in:	IEEE/ACM transactions on networking Jg. 26; H. 1; S. 161 - 174
Hauptverfasser:	Xiao, Fu, Wang, Zhongqin, Ye, Ning, Wang, Ruchuan, Li, Xiang-Yang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.02.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Antenna arrays Antenna calibration Antenna measurements Antennas Calibration Geometry hyperbolic positioning Localization multipath effect Radio frequency identification Radio signals RFID tags Tags Tracking
ISSN:	1063-6692, 1558-2566
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Abstract	Exploiting radio frequency signals is promising for locating and tracking objects. Prior works focus on per-tag localization, in which each object is attached with one tag. In this paper, we propose a comprehensive localization and tracking scheme by attaching two RFID tags to one object. Instead of using per-tag localization pattern, adding one-more RFID tag to the object exhibits several benefits: 1) providing rich freedom in RFID reader's antenna spacing and placement; 2) supporting accurate calibration of the reader's antenna location and spacing, and 3) enabling fine-grained calculation on the orientation of the tags. All of these advantages ultimately improve the localization/tracking accuracy. Our extensive experimental results demonstrate that the average errors of localization and orientation of target tags are 6.415 cm and 1.330°, respectively. Our results also verify that the reader's antenna geometry does have impact on tag positioning performance.
AbstractList	Exploiting radio frequency signals is promising for locating and tracking objects. Prior works focus on per-tag localization, in which each object is attached with one tag. In this paper, we propose a comprehensive localization and tracking scheme by attaching two RFID tags to one object. Instead of using per-tag localization pattern, adding one-more RFID tag to the object exhibits several benefits: 1) providing rich freedom in RFID reader's antenna spacing and placement; 2) supporting accurate calibration of the reader's antenna location and spacing, and 3) enabling fine-grained calculation on the orientation of the tags. All of these advantages ultimately improve the localization/tracking accuracy. Our extensive experimental results demonstrate that the average errors of localization and orientation of target tags are 6.415 cm and 1.330°, respectively. Our results also verify that the reader's antenna geometry does have impact on tag positioning performance.
Author	Wang, Ruchuan Li, Xiang-Yang Wang, Zhongqin Xiao, Fu Ye, Ning
Author_xml	– sequence: 1 givenname: Fu orcidid: 0000-0003-1815-2793 surname: Xiao fullname: Xiao, Fu email: xiaof@njupt.edu.cn organization: College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 2 givenname: Zhongqin surname: Wang fullname: Wang, Zhongqin email: 2015070248@njupt.edu.cn organization: College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 3 givenname: Ning surname: Ye fullname: Ye, Ning email: yening@njupt.edu.cn organization: College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 4 givenname: Ruchuan surname: Wang fullname: Wang, Ruchuan email: wangrc@njupt.edu.cn organization: College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 5 givenname: Xiang-Yang surname: Li fullname: Li, Xiang-Yang email: xiangyang.li@gmail.com organization: School of Computer Science and Technology, University of Science and Technology of China, Hefei, China
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SubjectTerms	Antenna arrays Antenna calibration Antenna measurements Antennas Calibration Geometry hyperbolic positioning Localization multipath effect Radio frequency identification Radio signals RFID tags Tags Tracking
Title	One More Tag Enables Fine-Grained RFID Localization and Tracking
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