• DocumentCode
    2084453
  • Title

    FTrack: Infrastructure-free floor localization via mobile phone sensing

  • Author

    Ye, Haibo ; Gu, Tao ; Zhu, Xiaorui ; Xu, Jinwei ; Tao, Xianping ; Lu, Jian ; Jin, Ning

  • Author_Institution
    State Key Lab. for Novel Software Technol., Nanjing Univ., Nanjing, China
  • fYear
    2012
  • fDate
    19-23 March 2012
  • Firstpage
    2
  • Lastpage
    10
  • Abstract
    Mobile phone localization plays a key role in the fast-growing Location Based Applications domain. Most of the existing localization schemes rely on infrastructure support such as GSM, WiFi or GPS. In this paper, we present FTrack, a novel floor localization system to identify the floor level in a multi-floor building on which a mobile user is located. FTrack uses the mobile phone´s accelerometer only without any infrastructure support. It does not require any prior knowledge of the building such as floor height. By capturing user encounters and analyzing user trails, FTrack finds the mapping from the traveling time (when taking the elevator) or the step counts (when walking on the stairs) between any two floors to the number of floor levels. The mapping can then be used for mobile users to pinpoint their current floor levels. We conduct both simulation and field studies to demonstrate the effectiveness of FTrack. Our field trial in a 10-floor building shows that FTrack achieves an accuracy of over 90% after two hours in our experiment.
  • Keywords
    accelerometers; mobility management (mobile radio); FTrack; accelerometer; floor level identification; infrastructure-free floor localization; location based applications; mobile phone localization; mobile phone sensing; multifloor building; step counts; traveling time; user encounters; user trail analysis; Acceleration; Elevators; Legged locomotion; Merging; Mobile communication; Servers; Accelerometer; Floor Localization; Mobile Phone Localization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Communications (PerCom), 2012 IEEE International Conference on
  • Conference_Location
    Lugano
  • Print_ISBN
    978-1-4673-0256-2
  • Electronic_ISBN
    978-1-4673-0257-9
  • Type

    conf

  • DOI
    10.1109/PerCom.2012.6199843
  • Filename
    6199843