Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3054977.3055002acmconferencesArticle/Chapter ViewAbstractPublication PagesiotdiConference Proceedingsconference-collections
short-paper
Public Access

On the Use of Radio Frequency Identification for Continuous Biomedical Monitoring

Published: 18 April 2017 Publication History

Abstract

Radio Frequency Identification (RFID) technology is often deployed for inventory management scenarios. In inventory applications, a known or unknown number of RFID tags are queried in a discrete manner and for a single, short period of time, until each tag is recognized by the interrogator device. Passive RFID provides several benefits conducive to ubiquitous deployment, including RFID tags that are energized from the wireless RF interrogation signal itself that obviates the need for a battery or wired power, and antenna assemblies that can be integrated with the chip with only a small footprint. We have utilized these benefits to enable continuous biomedical sensing devices with minimal footprint and batteryless deployment. These devices are fabric-based smart garments with an embedded RFID tag and antenna assembly. However, traditional inventory-based RFID interrogation presents several challenges due to the RFID protocols and regulations that govern their use. In this paper, we discuss the considerations necessary to utilize RFID interrogation to enabling passive, continuous sensor monitoring, and the techniques we employed in developing software to do so.

References

[1]
Fadel Adib, Hongzi Mao, Zachary Kabelac, Dina Katabi, and Robert C Miller. 2015. Smart Homes that Monitor Breathing and Heart Rate. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15 (2015), 837--846.
[2]
S Amendola, R Lodato, and S Manzari. 2014. RFID Technology for IoT-based Personal Healthcare in Smart Spaces. Internet of Things 1, 2 (2014), 144--152. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6780609
[3]
Kai Bu, Qingjun Xiao, and Bin Xiao. 2011. Efficient Monitoring of Dynamic Tag Populations in RFID Systems. Embedded and Ubiquitous Computing, IEEE/IFIP International Conference on 00 (2011), 106--113.
[4]
Michael Buettner and David Wetherall. 2008. An empirical study of UHF RFID performance. In MOBICOM (2008-09-22), J. J. Garcia-Luna-Aceves, Raghupathy Sivakumar, and Peter Steenkiste (Eds.). ACM, 223--234.
[5]
Corinna Cortes and Vladimir Vapnik. 1995. Support-Vector Networks. Mach. Learn. 20, 3 (9 1995), 273--297.
[6]
EPCglobal. 2010. Low Level Reader Protocol (LLRP) Ratified Standard, Version 1.1. (October 2010). http://www.gs1.org/gsmp/kc/epcglobal/llrp/llrp_1_1-standard-20101013.pdf
[7]
Roy Thomas Fielding. 2000. Architectural Styles and the Design of Network-based Software Architectures. Ph.D. Dissertation. University of California, Irvine. AAI9980887.
[8]
Rodolfo Giometti. 2016. LLRPyC LLRP Python Protocol Client Implementation. (2016). http://wiki.enneenne.com/index.php/LLRPyC
[9]
Jinsong Han, Han Ding, Chen Qian, Dan Ma, Wei Xi, Zhi Wang, Zhiping Jiang, and Longfei Shangguan. 2014. CBID: A customer behavior identification system using passive tags. Proceedings - International Conference on Network Protocols, ICNP (2014), 47--58.
[10]
Paul A. Harris, Robert Taylor, Robert Thielke, Jonathon Payne, Nathaniel Gonzalez, and Jose G. Conde. 2009. Research Electronic Data Capture (REDCap)-A Metadata-driven Methodology and Workflow Process for Providing Translational Research Informatics Support. J. of Biomedical Informatics 42, 2 (April 2009), 377--381.
[11]
Impinj. 2016. Impinj LTK Programmers Guide. (2016). https://support.impinj.com/hc/en-us/article_attachments/205361988/Impinj_LTK_Programmers_Guide.pdf
[12]
Impinj. 2016. Impinj Speedway Revolution. (2016). http://www.impinj.com/products/readers/speedway-revolution/
[13]
Impinj. 2016. Octane LLRP User Guide. (2016). https://support.impinj.com/hc/en-us/article_attachments/205374367/Impinj_Octane_LLRP.pdf
[14]
Impinj. 2016. Optimizing Tag Throughput Using ReaderMode. (2016). https://support.impinj.com/hc/en-us/articles/202756368-Optimizing-Tag-Throughput-Using-ReaderMode
[15]
Intermec. 2016. IP30 Handheld RFID Reader User Guide. (2016). http://epsfiles.intermec.com/eps_files/eps_man/937-000.pdf
[16]
Laerdal. 2016. Laerdal SimBaby and Linkbox. (2016). http://www.laerdal.com/us/item/245-02001
[17]
J. Landt. 2005. The history of RFID. IEEE Potentials 24, 4 (Oct 2005), 8--11.
[18]
Frederic P. Miller, Agnes F. Vandome, and John McBrewster. 2009. Advanced Encryption Standard. Alpha Press.
[19]
W. Mongan, E. Anday, G. Dion, A. Fontecchio, K. Joyce, T. Kurzweg, Y. Liu, O. Montgomery, I. Rasheed, C. Sahin, S. Vora, and K. Dandekar. 2016. A Multi-Disciplinary Framework for Continuous Biomedical Monitoring Using Low-Power Passive RFID-Based Wireless Wearable Sensors. In 2016 IEEE International Conference on Smart Computing (SMARTCOMP). IEEE, 1--6.
[20]
W. Mongan, K. Dandekar, G. Dion, T. Kurzweg, and A. Fontecchio. 2015. Statistical Analytics of Wearable Passive RFID-based Biomedical Textile Monitors for Real-time State Classification. In 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB). 1--2.
[21]
Philips. 2016. Series 50 Fetal Monitors, Design Interface Protocol Specifications: Programmer's Guide. (2016). http://www.frankshospitalworkshop.com/equipment/documents/ecg/service_manuals/Philips_Series_50_-_Programmers_guide.pdf
[22]
Ben Ransford. 2016. sllurp LLRP Python Protocol Client Implementation. (2016). https://github.com/ransford/sllurp
[23]
U.S. Government Publishing Office. 2016. Electronic Code of Federal Regulations, Title 47, Chapter I, Subchapter A, Part 15.247. (2016). http://www.ecfr.gov/cgi-bin/text-idx?node=pt47.1.15&rgn=div5#se47.1.15_1247
[24]
T. Volk, S. Gorbey, M. Bhattacharyya, W. Gruenwald, B. Lemmer, L. M. Reindl, T. Stieglitz, and D. Jansen. 2015. RFID Technology for Continuous Monitoring of Physiological Signals in Small Animals. IEEE Transactions on Biomedical Engineering 62, 2 (Feb 2015), 618--626.
[25]
Shrenik Vora, William Mongan, Kapil Dandekar, Adam Fontecchio, and Timothy Kurzweg. 2016. Wireless Heart and Respiration Monitoring for Infants using Passive RFID Tags. In Proceedings of BHI-2016 International Conference on Biomedical and Health Informatics.
[26]
Stephen A Weis. 2007. RFID (radio frequency identification): Principles and applications. System 2, 3 (2007).

Cited By

View all
  • (2024)Smart technologies and textiles and their potential use and application in the care and support of elderly individuals: A systematic reviewREVIEWS ON ADVANCED MATERIALS SCIENCE10.1515/rams-2023-017463:1Online publication date: 12-Jul-2024
  • (2022)Electro-Textile UHF-RFID Compression Sensor for Health-Caring ApplicationsIEEE Sensors Journal10.1109/JSEN.2022.317250622:12(12332-12338)Online publication date: 15-Jun-2022
  • (2021)An Adaptively Parameterized Algorithm Estimating Respiratory Rate from a Passive Wearable RFID Smart Garment2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)10.1109/COMPSAC51774.2021.00110(774-784)Online publication date: Jul-2021
  • Show More Cited By
  1. On the Use of Radio Frequency Identification for Continuous Biomedical Monitoring

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    IoTDI '17: Proceedings of the Second International Conference on Internet-of-Things Design and Implementation
    April 2017
    353 pages
    ISBN:9781450349666
    DOI:10.1145/3054977
    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].

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 18 April 2017

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. IoT sensor processing framework
    2. Signal processing
    3. Software architecture

    Qualifiers

    • Short-paper
    • Research
    • Refereed limited

    Funding Sources

    Conference

    IoTDI '17
    Sponsor:

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)83
    • Downloads (Last 6 weeks)10
    Reflects downloads up to 04 Oct 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Smart technologies and textiles and their potential use and application in the care and support of elderly individuals: A systematic reviewREVIEWS ON ADVANCED MATERIALS SCIENCE10.1515/rams-2023-017463:1Online publication date: 12-Jul-2024
    • (2022)Electro-Textile UHF-RFID Compression Sensor for Health-Caring ApplicationsIEEE Sensors Journal10.1109/JSEN.2022.317250622:12(12332-12338)Online publication date: 15-Jun-2022
    • (2021)An Adaptively Parameterized Algorithm Estimating Respiratory Rate from a Passive Wearable RFID Smart Garment2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)10.1109/COMPSAC51774.2021.00110(774-784)Online publication date: Jul-2021
    • (2020)Wearable Textile UHF-RFID Sensors: A Systematic ReviewMaterials10.3390/ma1315329213:15(3292)Online publication date: 24-Jul-2020
    • (2020)Wearable Smart Garment Devices for Passive Biomedical MonitoringBiomedical Signal Processing10.1007/978-3-030-67494-6_4(85-128)Online publication date: 19-Dec-2020
    • (2019)An Adaptive Search Algorithm for Detecting Respiratory Artifacts Using a Wireless Passive Wearable Device2019 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)10.1109/SPMB47826.2019.9037861(1-6)Online publication date: Dec-2019
    • (2017)Data fusion of single-tag rfid measurements for respiratory rate monitoring2017 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)10.1109/SPMB.2017.8257028(1-6)Online publication date: Dec-2017

    View Options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Get Access

    Login options

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media