Quadruped Locomotion Based on Central Pattern Generators and Reflexes
César Ferreira, Joana Figueiredo, Cristina P. Santos
- Year
- 2015
- Citations
- 2
Abstract
Biological evidences showed that locomotion in animals is generated at the spinal cord by a combination of Central Pattern Generators (CPGs) and reflexes. Therefore, the development of bio-inspired controllers seems to be a good and robust way to obtain an efficient and robust robotic locomotion, mimicking their biological counterparts. We present an hybrid controller that generates locomotion through the combination of CPGs and reflexes. This combination is innovative since CPGs are used as predictors of the motor actions that would be generated by reflexes and, therefore, they are able to compensate for disturbances, sensor noise and delays. The results show that the hybrid controller is capable of producing stable quadruped locomotion with a regular stepping pattern.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002