DocumentCode :
2630339
Title :
Quadruped Locomotion Based on Central Pattern Generators and Reflexes
Author :
Ferreira, Cesar ; Figueiredo, Joana ; Santos, Cristina P.
Author_Institution :
Ind. Electron. Dept., Univ. of Minho, Guimaraes, Portugal
fYear :
2015
fDate :
8-10 April 2015
Firstpage :
29
Lastpage :
34
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 :
legged locomotion; robust control; CPG; animal locomotion; central pattern generators; central pattern reflexes; motor actions; quadruped locomotion; robust robotic locomotion; spinal cord; stepping pattern; Delays; Feedforward neural networks; Joints; Legged locomotion; Noise; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Autonomous Robot Systems and Competitions (ICARSC), 2015 IEEE International Conference on
Conference_Location :
Vila Real
Type :
conf
DOI :
10.1109/ICARSC.2015.14
Filename :
7101607
Link To Document :
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