Title :
Optimal On-Line Walking Pattern Generation for Biped Robots
Author :
Chen, Hao ; Pan, Shuwen ; Xiong, Rong ; Wu, Jun
Author_Institution :
State Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
A new 2D walking pattern generation method is proposed for biped robots in this paper. The key feature of the proposed method is to obtain an optimal walking pattern on-line with the largest stability in the sense of zero moment point (ZMP) subject to the constraints of torque and velocity of the joint actuators. With the aids of a 3-link dynamic model of the robot legs and third-order spline interpolation, the hip and foot trajectories of biped robots are generated and the analytical objective function of ZMP as well as constraints of joint torques and angular velocities are obtained in terms of a parameter set. A nonlinear optimization procedure is then applied to obtain the optimal parameter set for the generation of walking pattern. An illustrative example is provided to demonstrate the merits of the proposed method.
Keywords :
angular velocity control; gait analysis; humanoid robots; legged locomotion; nonlinear programming; pattern formation; splines (mathematics); torque control; 2D walking pattern; angular velocity; biped robot; joint actuator; joint torque; nonlinear optimization; optimal online walking pattern generation; spline interpolation; stability point; trajectory model; zero moment point; Angular velocity; Joints; Knee; Legged locomotion; Mathematical model; Optimization;
Conference_Titel :
Networking and Distributed Computing (ICNDC), 2010 First International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-8382-2
DOI :
10.1109/ICNDC.2010.71