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Adaptive control of biped robots based on Gennet

Authors :
Miao Xiao
Miao Kehua
Zou Lincen
Source :
2012 7th International Conference on Computer Science & Education (ICCSE).
Publication Year :
2012
Publisher :
IEEE, 2012.

Abstract

The dynamic walking stability of robots is a key to biped robots study. Due to the uncertainty of outside environment, adaptability has become a priority in the research of dynamic walking of robots. In order to realize the dynamic walking of robots, a Genetic Neural Network is used to develop an Adaptive Control Neural Network. A better walking result is realized by the Neural Network trained by abnormal walking samples and self-adaptive fitness formulation.

Details

Database :
OpenAIRE
Journal :
2012 7th International Conference on Computer Science & Education (ICCSE)
Accession number :
edsair.doi...........972f1bdfe0c19635d8bff760f9da16ff