双足机器人稳定行走步态的最优控制方法

N. Phuong, D. Kim, Hak-Kyeong Kim, Sang Bong Kim
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引用次数: 24

摘要

提出了一种10自由度双足机器人稳定步行步态的最优控制方法。该双足机器人被建模为一个三维倒立摆。从三维倒立摆的动力学模型出发,在双足机器人质心在水平约束平面上运动的假设下,基于DdasiaAlembertpsilas原理,给出了由双足机器人动力学模型得到的基于骨盆连杆中心坐标的双足机器人零力矩点方程。基于ZMP跟踪控制系统生成行走模式,该跟踪控制系统将双足机器人的ZMP跟踪到由双足机器人足迹决定的之字形ZMP参考轨迹。设计了最优跟踪控制器来控制ZMP跟踪控制系统。从两足机器人的COM轨迹和摆动腿的圆弧参考输入出发,利用实体几何方法求解运动学逆解,计算出两足机器人各关节的角度。仿真和实验结果表明了该控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An optimal control method for biped robot with stable walking gait
This paper proposes an optimal control method for a 10 degree of freedom (DOF) biped robot with stable walking gait. The biped robot is modeled as a 3D inverted pendulum. From dynamic model of the 3D inverted pendulum and under the assumption that center of mass (COM) of the biped robot moves on a horizontal constraint plane, zero moment point (ZMP) equations of the biped robot depending on the coordinate of the center of the pelvis link obtained from the dynamic model of the biped robot are given based on the DdasiaAlembertpsilas principle. A walking pattern is generated based on ZMP tracking control systems that are constructed to track the ZMP of the biped robot to zigzag ZMP reference trajectory decided by the footprint of the biped robot. An optimal tracking controller is designed to control the ZMP tracking control system. From the trajectory of the COM of the biped robot and an arc reference input of the swinging leg, the inverse kinematics solved by the solid geometry method is used to compute the angles of each joint of the biped robot. The simulation and experimental results show the effectiveness of this proposed control method.
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