• DocumentCode
    3004563
  • Title

    A pedestrian tracking system using group mobility information

  • Author

    Sungnam Lee ; Hyojeong Shin ; Hojung Cha

  • Author_Institution
    Dept. of Comput. Sci., Yonsei Univ., Seoul, South Korea
  • fYear
    2012
  • fDate
    Oct. 29 2012-Nov. 1 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    While tracking in outdoor environments is easily achieved by GPS, indoor tracking, especially in an underground environments is not possible. One common technique for indoor tracking is to employ inertial sensors, but the main problem with inertial pedestrian tracking systems is that they accumulate errors and require periodic recalibration to avoid errors. In this paper, we present a pedestrian tracking system using group mobility information that several pedestrians form stable moving clusters. Group mobility information is shared and cooperated in overcoming the accumulated tracking error inherent the Inertial Measurement Unit (IMU). A prototype is implemented in smartphone and the experiment results show that the location error is reduced up to 43%, compared to traditional dead-reckoning tracking methods.
  • Keywords
    Global Positioning System; cooperative communication; indoor radio; inertial navigation; mobile radio; pedestrians; GPS; accumulated tracking error; dead-reckoning tracking methods; group mobility information; indoor tracking; inertial measurement unit; inertial pedestrian tracking systems; inertial sensors; location error; outdoor environments; smartphone; underground environments; Accelerometers; Compass; Estimation; Hidden Markov models; Sensor systems; Tracking; Dead-Reckoning; Group Mobility Information; Inertial Measurement Unit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    MILITARY COMMUNICATIONS CONFERENCE, 2012 - MILCOM 2012
  • Conference_Location
    Orlando, FL
  • ISSN
    2155-7578
  • Print_ISBN
    978-1-4673-1729-0
  • Type

    conf

  • DOI
    10.1109/MILCOM.2012.6415710
  • Filename
    6415710