• DocumentCode
    309389
  • Title

    A new robot finger force sensor using neural network

  • Author

    Kuribayashi, Katsutoshi ; Shimizu, Seiji ; Yuzawa, Takashi ; Taniguchi, Takao

  • Author_Institution
    Fac. of Eng., Yamaguchi Univ., Japan
  • Volume
    1
  • fYear
    1993
  • fDate
    26-30 Jul 1993
  • Firstpage
    217
  • Abstract
    The robot finger force sensor needs tobe designed small in order to fit it in the top part of the robot finger. However, because the finger force sensor of small size has little possibility to be designed as complex structure, it is difficult to produce non-interacting signals from the sensor. In this paper, a trial production of the simple structure of a robot finger force sensor using a capacitance detector is described. Besides, a neural nework was used for processing interacting signals. Then, though there are a series interactions between each signal of output voltages and nonlinearity in this sensor, it is shown that the sensor acted effectivety as a robot finger force sensor. In addition, as compared with a conventional method using as inverse matrix, this new method is more accurate
  • Keywords
    neural nets; capacitance detector; interacting signals; inverse matrix; neural network; robot finger force sensor; Capacitance; Detectors; Fingers; Force sensors; Neural networks; Production; Robot sensing systems; Signal design; Signal processing; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems '93, IROS '93. Proceedings of the 1993 IEEE/RSJ International Conference on
  • Conference_Location
    Yokohama
  • Print_ISBN
    0-7803-0823-9
  • Type

    conf

  • DOI
    10.1109/IROS.1993.583101
  • Filename
    583101