• DocumentCode
    3425352
  • Title

    Designing rhythmic motions using neural oscillators

  • Author

    Williamson, Matthew M.

  • Author_Institution
    Artificial Intelligence Lab., MIT, Cambridge, MA, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    494
  • Abstract
    Neural oscillators offer simple and robust solutions to problems such as locomotion and dynamic manipulation. However, the parameters of these systems are notoriously difficult to tune. This paper presents an analysis technique which alleviates the difficulty of tuning. The method is based on describing function analysis, and can predict the steady state motion of the system, analyze stability, and be used to determine robustness to system changes. The method is illustrated using a number of design examples including an implementation of juggling on a real robot
  • Keywords
    describing functions; frequency response; manipulator dynamics; motion control; neurocontrollers; stability; describing function analysis; frequency response; juggling robot; locomotion; neural oscillators; rhythmic motion control; robot dynamics; robustness; stability; Artificial intelligence; Equations; Frequency response; Humanoid robots; Motion analysis; Oscillators; Robustness; Stability analysis; Steady-state; Tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 1999. IROS '99. Proceedings. 1999 IEEE/RSJ International Conference on
  • Conference_Location
    Kyongju
  • Print_ISBN
    0-7803-5184-3
  • Type

    conf

  • DOI
    10.1109/IROS.1999.813052
  • Filename
    813052