• DocumentCode
    3084626
  • Title

    Localization of an underwater robot with inertial sensor fusion models

  • Author

    Hsieh, Hsiang-Wen ; Lee, Chin-Lung ; Kuo, Chia-Lin

  • Author_Institution
    Div. of Intell. Robot. Technol., Ind. Technol. Res. Inst., Hsinchu, Taiwan
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    1562
  • Lastpage
    1567
  • Abstract
    With an accurate estimate of the robot pose, robots will be capable of navigating in the environment autonomously and efficiently. In this paper, sensor fusion models that incorporate gyroscope, accelerometer and ultrasound sensors are presented. The designed models utilize Extended Kalman Filter to compensate biases from those inertial measurement units and postures and poses of the robot can then be estimated. An underwater robot comprises of a DSP-based embedded system, accelerometer, gyroscope and underwater ultrasound sensors are also designed for verification of the models proposed. Experiment results show the presented approach could help to localize underwater robot with localization errors within centimeters.
  • Keywords
    Kalman filters; accelerometers; digital signal processing chips; gyroscopes; mobile robots; position control; sensor fusion; sensors; underwater vehicles; DSP-based embedded system; accelerometer sensor; digital signal processor; extended Kalman filter; gyroscope; inertial measurement units; inertial sensor fusion models; ultrasound sensor; underwater robot localization; Accelerometers; Global Positioning System; Gyroscopes; Intelligent robots; Laser feedback; Measurement units; Robot sensing systems; Sensor fusion; Service robots; Ultrasonic imaging; Embedded system; Extended Kalman Filter; Localization; Sensor fusion models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4244-5045-9
  • Electronic_ISBN
    978-1-4244-5046-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2010.5514704
  • Filename
    5514704