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

Published: 27 August 2013 Publication History

Abstract

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.

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  • (2024)Understanding Localization by a Tailored GPTProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661869(318-330)Online publication date: 3-Jun-2024
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  • (2024)KeyStubProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36314427:4(1-23)Online publication date: 12-Jan-2024
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    Published In

    cover image ACM SIGCOMM Computer Communication Review
    ACM SIGCOMM Computer Communication Review  Volume 43, Issue 4
    October 2013
    595 pages
    ISSN:0146-4833
    DOI:10.1145/2534169
    Issue’s Table of Contents
    • cover image ACM Conferences
      SIGCOMM '13: Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
      August 2013
      580 pages
      ISBN:9781450320566
      DOI:10.1145/2486001
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 27 August 2013
    Published in SIGCOMM-CCR Volume 43, Issue 4

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    Author Tags

    1. RFID
    2. dtw
    3. localization
    4. sar

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    Cited By

    View all
    • (2024)Understanding Localization by a Tailored GPTProceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services10.1145/3643832.3661869(318-330)Online publication date: 3-Jun-2024
    • (2024)Ultra-WideBand Backscatter Towards Multipath-resilient Passive IoT LocalizationProceedings of the 30th Annual International Conference on Mobile Computing and Networking10.1145/3636534.3698844(1739-1741)Online publication date: 4-Dec-2024
    • (2024)KeyStubProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36314427:4(1-23)Online publication date: 12-Jan-2024
    • (2024)Toward Robust RFID Localization via Mobile RobotIEEE/ACM Transactions on Networking10.1109/TNET.2024.337377032:4(2904-2919)Online publication date: Aug-2024
    • (2024)Sensing Human Gait for Environment-Independent user Authentication using Commodity RFID DevicesIEEE Transactions on Mobile Computing10.1109/TMC.2023.3318753(1-13)Online publication date: 2024
    • (2024)Transfer Beamforming Via Beamforming for TransferIEEE Transactions on Mobile Computing10.1109/TMC.2023.3318741(1-14)Online publication date: 2024
    • (2024)Reinforcement Learning for RFID Localization2024 IEEE International Conference on RFID (RFID)10.1109/RFID62091.2024.10582639(1-6)Online publication date: 4-Jun-2024
    • (2024)Passive frequency comb generation at radiofrequency for ranging applicationsNature Communications10.1038/s41467-024-46940-215:1Online publication date: 2-Apr-2024
    • (2024)Automatic Fingerprint Database UpdateLocation, Localization, and Localizability10.1007/978-981-97-3176-3_9(163-185)Online publication date: 12-Jul-2024
    • (2023)METRO: Magnetic Road Markings for All-weather, Smart RoadsProceedings of the 21st ACM Conference on Embedded Networked Sensor Systems10.1145/3625687.3625809(280-293)Online publication date: 12-Nov-2023
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