一种计算质心动力学的O(N)算法及其在仿人机器人全身控制姿态平衡中的应用

Jose C. Rojas-Rodriguez, A. Aguilar-Bustos, E. Bugarin
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引用次数: 2

摘要

本文介绍了一种利用空间代数,用李代数算子表示质心动量矩阵(CMM)及其时间导数的算法。将该算法应用于仿人机器人的姿态平衡,采用二次规划的全身控制。所采用的任务只需要CMM及其时间导数,而不需要关节空间惯性矩阵和科里奥利项,从而减少了控制器的计算成本。最后,考虑了在Julia中编写的四个仿真场景,其中考虑了对机器人平衡的几种扰动,并根据质心、质心动量和压力中心轨迹的跟踪图得出了算法的性能令人满意的结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An O(N) Algorithm for the Computation of the Centroidal Dynamics with Application in the Postural Balance of a Humanoid Robot Using Whole Body Control
In this paper, we introduce an [Formula: see text] algorithm for the computation of the centroidal momentum matrix (CMM) and its time derivative using spatial algebra and expressed with Lie algebra operators. The proposed algorithm is applied to the postural balance of a humanoid robot using whole body control with quadratic programming. The employed tasks only require the CMM and its time derivative without the need of the joint space inertia matrix and the Coriolis terms reducing this way the computational cost of the controller. Finally, four simulation scenarios programmed in Julia are considered where several perturbations for the balance of the robot have been taken into account and according to the tracking graphs of the center of mass, centroidal momentum and the trajectories of the center of pressure it is concluded that the performance of the proposed algorithm is satisfactory.
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