Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3271553.3271621acmotherconferencesArticle/Chapter ViewAbstractPublication PagesicvispConference Proceedingsconference-collections
research-article

WLAN-based Location Monitoring System in Confined Workspaces

Published: 27 August 2018 Publication History

Abstract

In confined work sites such as mines and ships, it is important to monitor the worker's current location for safety. When the collapse or sinking accident occurs, quick rescue can be realized based on the location of the workers. However, it is not easy to support a precise real-time monitoring system due to limited infrastructure and constraints of using sensors. In this manuscript, we propose a method of building a precise positioning system in workplace using only WLAN. The method includes a similarity measure to handle highly fluctuating signal strength and a hybrid positioning technique of fingerprinting and proximity. When we test the proposed method by applying it to a limestone mine and a drillship, it demonstrated it can be used practically in the workspace by showing superior positioning accuracy than the conventional methods in a restricted environment.

References

[1]
Bahl P., and Padmanabhan. V. N. 2000. RADAR: An in-building RF-based user location and tracking system. Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies (Tel Aviv, Israel, March 26-30, 2000), INFOCOM'00. 2, 775--784.
[2]
Gu, Y., Lo, A., and Niemegeers, I. 2009, A survey of indoor positioning systems for wireless personal networks, IEEE Commun. Surveys Tuts. 11, 1 (Mar. 2009), 13--32.
[3]
Han, D., Lee, S., and Kim, S. 2014. KAILOS: KAIST indoor locating system. Proceedings of 5th International Conference on Indoor Positioning and Indoor Navigation (Busan, Korea, Oct. 27-30), IPIN'14, IEEE.
[4]
Kang, W., and Han, Y. 2015. SmartPDR: Smartphone-based pedestrian dead reckoning for indoor localization. IEEE Sens. J. 15, 5 (Dec. 2014), 2906--2916.
[5]
Lin, P., Li, Q., Fan, Q., Gao, X., and Hu, S. 2014. A real-time location-based services system using WiFi fingerprinting algorithm for safety risk assessment of workers in tunnels. Math. Probl. Eng. 2014 (2014).
[6]
Rizos, C., Dempster, A. G., Li, B., and Salter, J. 2006. Indoor positioning techniques based on wireless LAN. Proceedings of the 1st IEEE International Conference on Wireless Broadband and Ultra Wideband Communication (Sydney, Australia, Mar. 13-16, 2006), AusWireless'06. 13--16.
[7]
Subbu, K. P., Gozick, B., and Dantu, R. 2013. LocateMe: Magnetic-fields-based indoor localization using smartphones. ACM Trans. Intell. Syst. Technol. 4, 4 (Sep. 2013), 73:1--73:27.
[8]
Vorst, P., Koch, A., and Zell, A. Efficient self-adjusting, similarity-based location fingerprinting with passive UHF RFID. Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications (Sitges, Spain Sep. 15-16, 2011), RFID-TA'11. 160--167.

Index Terms

  1. WLAN-based Location Monitoring System in Confined Workspaces

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    ICVISP 2018: Proceedings of the 2nd International Conference on Vision, Image and Signal Processing
    August 2018
    402 pages
    ISBN:9781450365291
    DOI:10.1145/3271553
    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 ACM 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]

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 27 August 2018

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. Confined Workspace
    2. Monitoring System
    3. WLAN Positioning

    Qualifiers

    • Research-article
    • Research
    • Refereed limited

    Funding Sources

    • National Research Foundation of Korea
    • Ministry of Science, ICT & Future Planning

    Conference

    ICVISP 2018

    Acceptance Rates

    Overall Acceptance Rate 186 of 424 submissions, 44%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 45
      Total Downloads
    • Downloads (Last 12 months)2
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 04 Oct 2024

    Other Metrics

    Citations

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media