DocumentCode :
2864536
Title :
Adaptive periodic movement control for the four legged walking machine BISAM
Author :
Ilg, W. ; Albiez, J. ; Jedele, H. ; Berns, K. ; Dillmann, R.
Author_Institution :
Interactive Diagnosis- and Servicesyst., Forschungszentrum Inf. Karlsruhe, Germany
Volume :
3
fYear :
1999
fDate :
1999
Firstpage :
2354
Abstract :
Presents an adaptive control architecture for the four legged walking machine BISAM. This architecture uses coupled neuro-oscillators as representation of periodic behaviours on different control levels such as joint movement, leg control and leg coordination. Coupled neuro-oscillators together with adaptive sensor based reflexes provide a robust and efficient representation for quadrupedal locomotion and support the use of online learning approaches to realize adaptation and optimization of locomotion behaviours
Keywords :
adaptive control; learning (artificial intelligence); legged locomotion; motion control; neurocontrollers; periodic control; robust control; BISAM; adaptive control architecture; adaptive periodic movement control; coupled neuro-oscillators; four legged walking machine; joint movement; leg control; leg coordination; locomotion behaviours; online learning; quadrupedal locomotion; Adaptive control; Biological control systems; Computer architecture; Learning systems; Leg; Legged locomotion; Machine learning; Programmable control; Robot kinematics; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 1999. Proceedings. 1999 IEEE International Conference on
Conference_Location :
Detroit, MI
ISSN :
1050-4729
Print_ISBN :
0-7803-5180-0
Type :
conf
DOI :
10.1109/ROBOT.1999.770457
Filename :
770457
Link To Document :
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