• DocumentCode
    2494194
  • Title

    Preliminary design of a terrain recognition system

  • Author

    Zhang, Fan ; Fang, Zheng ; Liu, Ming ; Huang, He

  • Author_Institution
    Dept. of Electr., Comput., & Biomed. Eng., Univ. of Rhode Island, Kingston, RI, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5452
  • Lastpage
    5455
  • Abstract
    This paper aims to design a wearable terrain recognition system, which might assist the control of powered artificial prosthetic legs. A laser distance sensor and inertial measurement unit (TMU) sensors were mounted on human body. These sensors were used to identify the movement state of the user, reconstruct the geometry of the terrain in front of the user while walking, and recognize the type of terrain before the user stepped on it. Different sensor configurations were investigated and compared. The designed system was evaluated on one healthy human subject when walking on an obstacle course in the laboratory environment. The results showed that the reconstructed terrain height demonstrated clearer pattern difference among studied terrains when the laser was placed on the waist than that when the laser was mounted on the shank. The designed system with the laser on the waist accurately recognized 157 out of 160 tested terrain transitions, 300ms-2870ms before the user switched the negotiated terrains. These promising results demonstrated the potential application of the designed terrain recognition system to further improve the control of powered artificial legs.
  • Keywords
    gait analysis; legged locomotion; prosthetics; terrain mapping; artificial prosthetic legs; inertial measurement unit; laser distance sensor; terrain recognition system; walking; Accuracy; Laser beams; Legged locomotion; Measurement by laser beam; Prosthetics; Switches; Timing; Acceleration; Actigraphy; Environment; Equipment Design; Equipment Failure Analysis; Humans; Lasers; Monitoring, Ambulatory; Orientation; Pilot Projects; Radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091391
  • Filename
    6091391