基于高阶滑模观测器的弹簧腿机器人鲁棒平衡控制

Juan D. Gamba, A. C. Leite, R. Featherstone
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引用次数: 2

摘要

本文对单足机器人的平衡问题进行了仿真研究,该机器人的下体(腿)被修改为包含被动弹簧加载的移动关节。这种机制可以通过跳跃移动,但也可以在一个点上站立和平衡。我们的目标是研究平衡控制器能在多大程度上处理弹簧-阻尼器力的大值和快速变化,同时控制其部件的绝对位置和方向,并在一条腿上保持平衡。结果表明,在计算控制器状态变量时,考虑弹簧关节的位置和速度以及刚度和阻尼系数,对弹簧关节进行测量和校准,可以获得良好的性能。我们还通过添加基于有限时间算法的高阶滑模(HOSM)观测器来进行刚度和阻尼系数的鲁棒参数估计,证明了平衡控制器的有效性。基于李雅普诺夫稳定性理论,给出了稳定性分析和收敛证明。数值模拟说明了所提出方法的性能和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Balancing Control of a Spring-legged Robot based on a High-order Sliding Mode Observer
This paper presents a simulation study of the balancing problem for a monopod robot in which the lower body (the leg) has been modified to include a passively spring-loaded prismatic joint. Such a mechanism can move by hopping but can also stand and balance on a single point. We aim to investigate the extent to which a balance controller can deal with the large values and rapid changes in the spring-damper forces, while controlling the absolute positions and orientations of its parts and balancing on one leg. It can be shown that a good performance is achieved if the spring-loaded joint is instrumented and calibrated so that its position and velocity, as well as the stiffness and damping coefficients, are considered when calculating the controller state variables. We also demonstrate the effectiveness of the balance controller by adding a high-order sliding mode (HOSM) observer based on the finite-time algorithm for robust parameter estimation of the stiffness and damping coefficients. The stability analysis and convergence proofs are presented based on the Lyapunov stability theory. Numerical simulations are included to illustrate the performance and feasibility of the proposed methodology.
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