• DocumentCode
    2076682
  • Title

    Personal Dead-reckoning System for GPS-denied Environments

  • Author

    Ojeda, Lauro ; Borenstein, Johann

  • Author_Institution
    Michigan Univ., Ann Arbor
  • fYear
    2007
  • fDate
    27-29 Sept. 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper introduces a positioning system for walking persons, called "Personal Dead-reckoning" (PDR) system. The PDR system does not require GPS, beacons, or landmarks. The system is therefore useful in GPS-denied environments, such as inside buildings, tunnels, or dense forests. Potential users of the system are military and security personnel as well as emergency responders. The PDR system uses a 6-DOF inertial measurement unit (IMU) attached to the user\´s boot. The IMU provides rate-of-rotation and acceleration measurements that are used in real-time to estimate the location of the user relative to a known starting point. In order to reduce the most significant errors of this IMU-based system-caused by the bias drift of the accelerometers-we implemented a technique known as "Zero Velocity Update" (ZUPT). With the ZUPT technique and related signal processing algorithms, typical errors of our system are about 2% of distance traveled for short walks. This typical PDR system error is largely independent of the gait or speed of the user. When walking continuously for several minutes, the error increases gradually beyond 2%. The PDR system works in both 2-dimensional (2-D) and 3-D environments, although errors in Z-direction are usually larger than 2% of distance traveled. Earlier versions of our system used an unpractically large IMU. In the most recent version we implemented a much smaller IMU. This paper discussed specific problems of this small IMU, our measures for eliminating these problems, and our first experimental results with the small IMU under different conditions.
  • Keywords
    acceleration measurement; manipulators; mobile robots; path planning; 6-DOF inertial measurement unit; GPS-denied environments; IMU-based system; PDR system; ZUPT technique; acceleration measurement; nonGPS navigation; personal dead-reckoning system; rate-of-rotation measurement; user boot; walking person positioning system; zero velocity update technique; Accelerometers; Computer vision; Global Positioning System; Legged locomotion; Measurement units; Navigation; Personnel; Security; Simultaneous localization and mapping; USA Councils; GPS-denied navigation; IMU; Inertial Measurement Unit; Personal Dead-reckoning; Personal Odometry; non-GPS navigation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Safety, Security and Rescue Robotics, 2007. SSRR 2007. IEEE International Workshop on
  • Conference_Location
    Rome
  • Print_ISBN
    978-1-4244-1569-4
  • Electronic_ISBN
    978-1-4244-1569-4
  • Type

    conf

  • DOI
    10.1109/SSRR.2007.4381271
  • Filename
    4381271