论文标题
Lyapunov稳定的人形机器人的定向估计器
Lyapunov-Stable Orientation Estimator for Humanoid Robots
论文作者
论文摘要
在本文中,我们提出了一种观察方案,具有经过验证的Lyapunov稳定性,用于估计类人动物的浮动碱基取向。这个想法是使用速度辅助态度估计,这需要了解系统的速度。可以通过考虑与环境的联系信息以及使用IMU和联合编码器提供的运动学数据来获得此速度。我们演示了如何在固定或移动接触的情况下使用此操作,从而使其用于运动。我们展示了如何在选定的两个阶段倾斜估计器中使用此速度估计值:(i)第一个具有全局和快速收敛(II),第二个具有平滑且鲁棒的动态。我们为该观察者提供了几乎全球Lyapunov渐近稳定性和局部指数收敛的新特定证据。最后,我们通过使用比较模拟来评估其性能,并在HRP-5P和HRP-2KAI机器人的闭环稳定方案中使用它,从而执行全身运动学任务和运动。
In this paper, we present an observation scheme, with proven Lyapunov stability, for estimating a humanoid's floating base orientation. The idea is to use velocity aided attitude estimation, which requires to know the velocity of the system. This velocity can be obtained by taking into account the kinematic data provided by contact information with the environment and using the IMU and joint encoders. We demonstrate how this operation can be used in the case of a fixed or a moving contact, allowing it to be employed for locomotion. We show how to use this velocity estimation within a selected two-stage state tilt estimator: (i) the first which has a global and quick convergence (ii) and the second which has smooth and robust dynamics. We provide new specific proofs of almost global Lyapunov asymptotic stability and local exponential convergence for this observer. Finally, we assess its performance by employing a comparative simulation and by using it within a closed-loop stabilization scheme for HRP-5P and HRP-2KAI robots performing whole-body kinematic tasks and locomotion.