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
Link To Document :
بازگشت