基于可变增广矩阵的变阻抗模型稳定性判据
首发时间:2024-03-15
摘要:变阻抗控制通常应用于接触型的机器人任务,使得机器人的行为能够适应环境的变化。 然而,允许阻抗参数任意波动可能会危及系统的稳定性。 本研究重点分析变刚度阻抗系统的稳定性。 为了解决这个问题,我们提出了一种基于新Lyapunov函数且与状态无关的稳定性判据。在Lyapunov函数的导数中引入可变增广矩阵,有助于建立与现有方法相比保守性降低的稳定性判据。 随后通过仿真和在 Franka Emika Panda 机器人上进行的实验来评估所提出的判据。结果表明,该判据在减少保守性方面具有优势。
关键词: 机械臂动力学, 变阻抗控制, 稳定性判据
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Stability Criterion for Variable Impedance Model Using a Variable-Augmented Matrix
Abstract:Variable impedance control is often applied to robotic tasks involving contact for adapting a robot’s behavior to changes in its environment. However, allowing arbitrary fluctuations in impedance parameters may jeopardize the stability of the system. This study focuses on analyzing the stability of an impedance system with variable stiffness. To address this concern, we propose a state-independent stability criterion, utilizing an innovative Lyapunov function. The introduction of a variable-augmented matrix in the estimation of the Lyapunov function’s derivative contributes to a stability criterion that exhibits reduced conservatism compared to existing methodologies. The proposed criterion is subsequently evaluated through both numerical examples and experiments conducted on the Franka Emika Panda Robot. The results demonstrate the criterion’s advantages in terms of reduced conservatism.
Keywords: Manipulator dynamics, variable impedance control, stability criterion.
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