提出可瞬时判断行走稳定性的膝关节仿人机器人控制方法
Asymptotically Stable Gait Generation and Instantaneous Walkability Determination for Planar Almost Linear Biped with Knees
- 通过线性化重力项构建3自由度简化模型
- 计算未来状态与行走稳定性可在毫秒内完成
- 适合需要实时决策的双足机器人应用
提出一类具有特殊力学特性的平面双足机器人,其所有连杆均绕髋关节平衡,重力无法引发自然摆动。其运动方程具有惯性矩阵为常数、无非线性速度项、重力项仅含简单非线性项的特点。通过对重力项进行泰勒展开并线性近似,可快速推导出线性化模型,实现无需数值积分的即时状态预测与行走可行性判断。本文将该方法扩展至带膝关节的平面6-DOF双足机器人模型:首先推导其运动方程、约束条件与非弹性碰撞模型,设计控制系统并在水平面上数值生成稳定步态;随后将其降维为3-自由度模型,以大腿角为展开点对重力项做线性近似,获得线性化模型。数值仿真表明,未来状态计算与行走可行性判定可在可忽略时间内完成。通过施加控制输入、进行状态空间实现并离散化,实现了基于迭代计算的瞬时行走可行性判断。详细步态分析揭示了膝关节屈曲角与展开点对线性近似精度的影响,以及下小台阶时出现的问题。
原文摘要 · Abstract (English)
A class of planar bipedal robots with unique mechanical properties has been proposed, where all links are balanced around the hip joint, preventing natural swinging motion due to gravity. A common property of their equations of motion is that the inertia matrix is a constant matrix, there are no nonlinear velocity terms, and the gravity term contains simple nonlinear terms. By performing a Taylor expansion of the gravity term and making a linear approximation, it is easy to derive a linearized model, and calculations for future states or walkability determination can be performed instantaneously without the need for numerical integration. This paper extends the method to a planar biped robot model with knees. First, we derive the equations of motion, constraint conditions, and inelastic collisions for a planar 6-DOF biped robot, design its control system, and numerically generate a stable bipedal gait on a horizontal plane. Next, we reduce the equations of motion to a 3-DOF model, and derive a linearized model by approximating the gravity term as linear around the expansion point for the thigh frame angle. Through numerical simulations, we demonstrate that calculations for future states and walkability determination can be completed in negligible time. By applying control inputs to the obtained model, performing state-space realization, and then discretizing it, instantaneous walkability determination through iterative calculation becomes possible. Through detailed gait analysis, we discuss how the knee joint flexion angle and the expansion point affect the accuracy of the linear approximation, and the issues that arise when descending a small step.
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