• DocumentCode
    3542718
  • Title

    Performance testing of PDR using common sensors on a smartphone

  • Author

    Pratama, Azkario Rizky ; Widyawan ; Hidayat, Risanuri

  • Author_Institution
    Dept. of Electr. Eng. & Inf. Technol., Univ. Gadjah Mada, Yogyakarta, Indonesia
  • fYear
    2013
  • fDate
    28-29 Sept. 2013
  • Firstpage
    131
  • Lastpage
    136
  • Abstract
    Personal positioning system needs portable, flexible, and inexpensive sensor. Nowadays, most of smartphones in the market have been equipped with accelerometer and magnetometer to support some basic features. Utilizing these sensors as a positioning system is an interesting proposition because it doesn´t depend on outside infrastructures and can be widely used by many people with their smartphone. In this study, accelerometer and magnetometer sensor are used to estimate pedestrian positions based on dead reckoning method. Dead reckoning is a positioning method where subsequent position is estimated by adding displacement to the previous position. Moreover, our system is not only utilizing smartphone as an input sensor, but also implementing PDR (Pedestrian Dead Reckoning) in real-time mode in the smartphone that has limited resources. Our experiment was performed with 30 test subjects, walking in 3 tracks with distances of 51.54m, 77.79m, and 82.67m respectively. The result shows that the system was able to estimate user position with average error less than 4.4% of total distance.
  • Keywords
    accelerometers; magnetometers; pedestrians; smart phones; traffic engineering computing; PDR; accelerometer; common smartphone sensors; dead reckoning method; magnetometer; pedestrian dead reckoning; pedestrian positions; performance testing; positioning system; Acceleration; Accelerometers; Estimation; Filtering; Legged locomotion; Magnetic sensors; accelerometer; magnetometer; pedestrian dead reckoning; sensor-based positioning system; smartphone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Science and Information Systems (ICACSIS), 2013 International Conference on
  • Conference_Location
    Bali
  • Type

    conf

  • DOI
    10.1109/ICACSIS.2013.6761564
  • Filename
    6761564