Title :
Fuzzy logic based body state estimation in a bipedal robot with passive dynamic gaits
Author :
Yang, Xiaohua ; Wang, Qining ; Xie, Guangming ; Wang, Long
Author_Institution :
Coll. of Eng., Peking Univ., Beijing
fDate :
Nov. 29 2007-Dec. 1 2007
Abstract :
In this paper, we present a hybrid body state estimator for the locomotion stability control of a bipedal robot with passive dynamic gaits. The hybrid system is based on the sensor data of a three-axis accelerometer and a digital compass which provides independent measurements of the bipedal locomotion and accurate sources of the disturbance information during passive dynamic walking and running. In addition, a fuzzy logic based algorithm is implemented in the system which performs feedback control. The body state estimator may play an important role not only in modeling and system stability but also in real-time control. Satisfactory results are obtained in a test platform that we create to evaluate bipedal locomotion with different gaits.
Keywords :
feedback; fuzzy control; legged locomotion; robot dynamics; stability; bipedal robot; body state estimation; digital compass; feedback control; fuzzy logic; locomotion stability control; passive dynamic gaits; passive dynamic walking; three-axis accelerometer; Accelerometers; Feedback control; Fuzzy logic; Legged locomotion; Real time systems; Robot sensing systems; Sensor systems; Stability; State estimation; Testing;
Conference_Titel :
Humanoid Robots, 2007 7th IEEE-RAS International Conference on
Conference_Location :
Pittsburgh, PA
Print_ISBN :
978-1-4244-1861-9
Electronic_ISBN :
978-1-4244-1862-6
DOI :
10.1109/ICHR.2007.4813890