• DocumentCode
    1784521
  • Title

    Improved performance of a low-cost PDR system through sensor calibration and analysis

  • Author

    Yunki Kim ; Donghyuk Lee ; Kijung Kim ; Jangmyung Lee

  • Author_Institution
    Dept. of Electr. Eng., Pusan Nat. Univ., Busan, South Korea
  • fYear
    2014
  • fDate
    8-11 July 2014
  • Firstpage
    1747
  • Lastpage
    1752
  • Abstract
    This paper proposes improvement for performance of a low-cost Pedestrian Dead-Reckoning(PDR) System through calibration and analysis of sensor. It is applied that PDR System for estimating pedestrian´s position in the area not being able to be received. also sensor´s error is removed by using angle compensation technique and performance of system is improved by analysis of PDR system. Consequently, position of pedestrian is estimated by applying the improved value of sensor and result of angle analysis to PDR system. Experiments were conducted to verify the proposed system. Experimental results within 2% of range error, RMS position error of less than 3% showed superior performance.
  • Keywords
    Global Positioning System; calibration; pedestrians; sensors; RMS position error; angle analysis; angle compensation technique; low-cost PDR system; low-cost pedestrian dead-reckoning system; pedestrian position estimation; sensor analysis; sensor calibration; sensor error; Acceleration; Calibration; Equations; Estimation; Length measurement; Mathematical model; Temperature sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
  • Conference_Location
    Besacon
  • Type

    conf

  • DOI
    10.1109/AIM.2014.6878336
  • Filename
    6878336