Title :
Adaptive walking control for quadruped robot with CPG network using motor dynamics
Author :
Yong Zhang ; Fang Xu ; Yasuno, Takashi
Author_Institution :
Central Res. Inst., SIASUN Robot & Autom. Co., Ltd., Shenyang, China
Abstract :
In this paper, we propose a CPG (Central pattern generator) control system by using motor dynamics for the gait planning of the quadruped robot. The CPG model, which includes two DC motors model, has a capability to generate the regular joint angle with complex parameters. CPG unit can generate the stable signal, by using the limit cycle method evaluation. We can change the value of CPG parameters to vary the output of the CPG network. Parameters of CPG networks can be changed to adjust gait patterns of the quadruped robot by using body angle to recognize the information of the environment. To prove the CPG control system, a quadruped robot is designed in simulation environment for the adaptive moving mission on the complex surface.
Keywords :
DC motors; adaptive control; legged locomotion; motion control; path planning; CPG control system; CPG network; DC motor dynamics; adaptive moving mission; adaptive walking control; central pattern generator; gait planning; joint angle generation; limit cycle method evaluation; quadruped robot; Control systems; DC motors; Equations; Joints; Legged locomotion; Mathematical model; Adaptive walking; CPG; Motor Dynamics;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7053102