Sensitivity of Balancing in Legged Systems Under Torque Constraint Variations

Carlos Gonzalez, Carlotta Mummolo, Joo H. Kim
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Abstract

The balancing capabilities of a legged system can be influenced by several properties of the system itself, for instance, the strength of joint motors in a robot or muscle strength in living systems. In this work, the changes in the balancing capabilities of a legged system are evaluated as the joint actuator torque limits of the system change. The legged system is modeled with an inverted pendulum model with an actuated ankle and a finite foot size. The effect of variations of the ankle torque limits on the system balance stability is quantified through the local properties of Lagrange multipliers in optimization theory and are validated through numerical experiments. With the proposed method, the information on the balance stability boundary of a legged system is used to predict the balance stability characteristics of the system with altered joint torque limits, hence providing quantifiable guidelines to the design of such systems.
力矩约束下腿式系统平衡灵敏度研究
有腿系统的平衡能力可能受到系统本身的一些特性的影响,例如,机器人关节马达的强度或生命系统的肌肉力量。在这项工作中,评估了一个腿式系统的平衡能力的变化作为系统的关节执行机构的扭矩限制的变化。该腿部系统采用具有驱动踝关节和有限脚尺寸的倒立摆模型进行建模。利用优化理论中的拉格朗日乘子的局部性质量化了踝关节力矩限制的变化对系统平衡稳定性的影响,并通过数值实验进行了验证。利用所提出的方法,利用腿式系统的平衡稳定边界信息来预测关节转矩限制改变时系统的平衡稳定特性,从而为这类系统的设计提供可量化的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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