• DocumentCode
    1436911
  • Title

    Proposal and Development of Arrayed Sole Sensor for Legged Robot and Contact Force Detection Using Neural Networks

  • Author

    Aoyagi, Seiji ; Matsuda, Takashi ; Kong, Tse-Wei ; Ishimaru, Tatsuya ; Suzuki, Masato ; Inoue, Kenji

  • Author_Institution
    Dept. Mech. Eng., Kansai Univ., Suita, Japan
  • Volume
    11
  • Issue
    9
  • fYear
    2011
  • Firstpage
    2048
  • Lastpage
    2056
  • Abstract
    Recently, multilegged walking robots are widely developed. For these robots to walk safely, a sole sensor with high performance is desired. In the present paper, an arrayed type tactile sensor made of flexible silicone rubber, which is based on microelectromechanical systems (MEMS) technology, was developed. This sensor was applied as a sole sensor of a legged mobile robot. By processing the force data from many sensing elements using neural networks, information of contact force, i.e., three-dimensional x, y, and z components of force vector, was able to be detected, which was confirmed by both simulation and experiment.
  • Keywords
    force sensors; legged locomotion; microrobots; neural nets; silicone rubber; tactile sensors; arrayed sole sensor; contact force detection; flexible silicone rubber; legged mobile robot; microelectromechanical systems; multilegged walking robots; neural networks; tactile sensor; Artificial neural networks; Force; Robot sensing systems; Sensor arrays; Stress; Finite-element methods (FEMs); microelectromechanical devices; neural networks; tactile sensors;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2011.2109037
  • Filename
    5703098