Relative localization of RFID tags using spatial-temporal phase profiling

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

142 Scopus Citations
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Author(s)

  • Longfei Shangguan
  • Zheng Yang
  • Alex X. Liu
  • Zimu Zhou
  • Yunhao Liu

Detail(s)

Original languageEnglish
Title of host publicationProceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015
PublisherUSENIX
Pages251-263
ISBN (print)9781931971218
Publication statusPublished - 2015
Externally publishedYes

Publication series

NameProceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015

Conference

Title12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015
PlaceUnited States
CityOakland
Period4 - 6 May 2015

Abstract

Many object localization applications need the relative locations of a set of objects as oppose to their absolute locations. Although many schemes for object localization using Radio Frequency Identification (RFID) tags have been proposed, they mostly focus on absolute object localization and are not suitable for relative object localization because of large error margins and the special hardware that they require. In this paper, we propose an approach called Spatial-Temporal Phase Profiling (STPP) to RFID based relative object localization. The basic idea of STPP is that by moving a reader over a set of tags during which the reader continuously interrogating the tags, for each tag, the reader obtains a sequence of RF phase values, which we call a phase profile, from the tag's responses over time. By analyzing the spatial-temporal dynamics in the phase profiles, STPP can calculate the spatial ordering among the tags. In comparison with prior absolute object localization schemes, STPP requires neither dedicated infrastructure nor special hardware. We implemented STPP and evaluated its performance in two real-world applications: locating misplaced books in a library and determining baggage order in an airport. The experimental results show that STPP achieves about 84% ordering accuracy for misplaced books and 95% ordering accuracy for baggage handling. © 2015 by The USENIX Association. All Rights Reserved.

Bibliographic Note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Citation Format(s)

Relative localization of RFID tags using spatial-temporal phase profiling. / Shangguan, Longfei; Yang, Zheng; Liu, Alex X. et al.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015. USENIX, 2015. p. 251-263 (Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2015).

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review