全身系统平衡和可步非平衡状态的稳定性准则及其在机器人和人的步态中的应用

William Z. Peng, Carlotta Mummolo, Joo H. Kim
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引用次数: 5

摘要

双足行走涉及单支撑(SS)和双支撑(DS)接触构型之间的一系列过渡,包括平衡和不平衡状态。基于双足系统对前向速度扰动的步进响应能力,引入了可步性的新概念,将不平衡状态集划分为可步和下降(不可步)状态。在这项工作中,对DARwIn-OP类人机器人和人类受试者在矢状面上的平衡稳定性和可步性进行了完整的系统特定分析,包括全阶非线性系统动力学。通过数值构造各系统的初始SS和最终DS接触构型的平衡稳定边界(BSB)和可步进不平衡状态边界(SUB),分析了各系统的平衡稳定性和可步进性。这些结果与行走实验中获得的质心(COM)轨迹相结合,以衡量机器人控制器的性能,并分析了平衡稳定性和可步性随质心和摆动脚位置沿阶跃循环的变化。对于每个系统,DS BSBs都包含约束臂和非约束臂,以证明该方法能够结合角动量和系统特定特性(如驱动扭矩、速度和角度限制)的影响。
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Stability Criteria of Balanced and Steppable Unbalanced States for Full-Body Systems with Implications in Robotic and Human Gait
Biped walking involves a series of transitions between single support (SS) and double support (DS) contact configurations that can include both balanced and unbalanced states. The new concept of steppability is introduced to partition the set of unbalanced states into steppable states and falling (unsteppable) states based on the ability of a biped system to respond to forward velocity perturbations by stepping. In this work, a complete system-specific analysis of the stepping process including full-order nonlinear system dynamics is presented for the DARwIn-OP humanoid robot and a human subject in the sagittal plane with respect to both balance stability and steppability. The balance stability and steppability of each system are analyzed by numerical construction of its balance stability boundaries (BSB) for the initial SS and final DS contact configuration and the steppable unbalanced state boundary (SUB). These results are presented with center of mass (COM) trajectories obtained from walking experiments to benchmark robot controller performance and analyze the variation of balance stability and steppability with COM and swing foot position along the progression of a step cycle. For each system, DS BSBs were obtained with both constrained and unconstrained arms in order to demonstrate the ability of this approach to incorporate the effects of angular momentum and system-specific characteristics such as actuation torque, velocity, and angle limits.
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