Dude, where's my card?: RFID positioning that works with multipath and non-line of sight

RFIDs are emerging as a vital component of the Internet of Things. In 2012, billions of RFIDs have been deployed to locate equipment, track drugs, tag retail goods, etc. Current RFID systems, however, can only identify whether a tagged object is within radio range (which could be up to tens of meters), but cannot pinpoint its exact location. Past proposals for addressing this limitation rely on a line-of-sight model and hence perform poorly when faced with multipath effects or non-line-of-sight, which are typical in real-world deployments. This paper introduces the first fine-grained RFID positioning system that is robust to multipath and non-line-of-sight scenarios. Unlike past work, which considers multipath as detrimental, our design exploits multipath to accurately locate RFIDs. The intuition underlying our design is that nearby RFIDs experience a similar multipath environment (e.g., reflectors in the environment) and thus exhibit similar multipath profiles. We capture and extract these multipath profiles by using a synthetic aperture radar (SAR) created via antenna motion. We then adapt dynamic time warping (DTW) techniques to pinpoint a tag's location. We built a prototype of our design using USRP software radios. Results from a deployment of 200 commercial RFIDs in our university library demonstrate that the new design can locate misplaced books with a median accuracy of 11~cm.

[1]  Candice King,et al.  Fundamentals of wireless communications , 2013, 2013 IEEE Rural Electric Power Conference (REPC).

[2]  Gang Li,et al.  Bandwidth dependence of CW ranging to UHF RFID tags in severe multipath environments , 2011, 2011 IEEE International Conference on RFID.

[3]  Petre Stoica,et al.  Spectral Analysis of Signals , 2009 .

[4]  David Wetherall,et al.  A software radio-based UHF RFID reader for PHY/MAC experimentation , 2011, 2011 IEEE International Conference on RFID.

[5]  Martin Vossiek,et al.  Holographic localization of passive UHF RFID transponders , 2011, 2011 IEEE International Conference on RFID.

[6]  K. Sakamura,et al.  An adaptive map-matching based on Dynamic Time Warping for pedestrian positioning using network map , 2012, Proceedings of the 2012 IEEE/ION Position, Location and Navigation Symposium.

[7]  W. Brown Synthetic Aperture Radar , 1967, IEEE Transactions on Aerospace and Electronic Systems.

[8]  M. Adler A vision of the future : twelve ideas for a better life and a better society , 1984 .

[9]  Xiuwen Liu,et al.  Accurate localization of RFID tags using phase difference , 2010, 2010 IEEE International Conference on RFID (IEEE RFID 2010).

[10]  K. V. S. Rao,et al.  Phase based spatial identification of UHF RFID tags , 2010, 2010 IEEE International Conference on RFID (IEEE RFID 2010).

[11]  Philip Chan,et al.  Toward accurate dynamic time warping in linear time and space , 2007, Intell. Data Anal..

[12]  Markus Cremer,et al.  New measurement results for the localization of UHF RFID transponders using an Angle of Arrival (AoA) approach , 2011, 2011 IEEE International Conference on RFID.

[13]  Hari Balakrishnan,et al.  Tracking moving devices with the cricket location system , 2004, MobiSys '04.

[14]  Yunhao Liu,et al.  LANDMARC: Indoor Location Sensing Using Active RFID , 2004, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[15]  Gaetano Borriello,et al.  SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength , 2000 .

[16]  M. Vossiek,et al.  A novel method for UHF RFID tag tracking based on acceleration data , 2012, 2012 IEEE International Conference on RFID (RFID).

[17]  R. G. Fenby Limitations on directional patterns of phase-compensated circular arrays , 1965 .

[18]  Candice King,et al.  Fundamentals of wireless communications , 2013, 2014 67th Annual Conference for Protective Relay Engineers.

[19]  Anshul Rai,et al.  Zee: zero-effort crowdsourcing for indoor localization , 2012, Mobicom '12.

[20]  Venkata N. Padmanabhan,et al.  Indoor localization without the pain , 2010, MobiCom.

[21]  Sachin Katti,et al.  PinPoint: Localizing Interfering Radios , 2013, NSDI.

[22]  Jie Xiong,et al.  ArrayTrack: A Fine-Grained Indoor Location System , 2011, NSDI.

[23]  Eamonn J. Keogh,et al.  Derivative Dynamic Time Warping , 2001, SDM.

[24]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[25]  Karsten Menzel,et al.  Indoor localisation for complex building designs using passive RFID technology , 2011, 2011 XXXth URSI General Assembly and Scientific Symposium.

[26]  B. R. Badrinath,et al.  VOR base stations for indoor 802.11 positioning , 2004, MobiCom '04.

[27]  Carl T. Haas,et al.  Using reference RFID tags for calibrating the estimated locations of construction materials , 2011 .

[28]  G.D. Durgin,et al.  Complete Link Budgets for Backscatter-Radio and RFID Systems , 2009, IEEE Antennas and Propagation Magazine.

[29]  Dong Chao,et al.  Universal Software Radio Peripheral , 2010 .

[30]  Nemai Chandra Karmakar Handbook of Smart Antennas for RFID Systems: Karmakar/Smart Antennas , 2010 .

[31]  Feng Zhao,et al.  A reliable and accurate indoor localization method using phone inertial sensors , 2012, UbiComp.