论文标题

优化身体接触以增加四足机器人的全身机车操作

Optimisation of Body-ground Contact for Augmenting Whole-Body Loco-manipulation of Quadruped Robots

论文作者

Wolfslag, Wouter, McGreavy, Christopher, Xin, Guiyang, Tiseo, Carlo, Vijayakumar, Sethu, Li, Zhibin

论文摘要

腿部机器人具有执行机车操作任务的巨大潜力,但是在机器人与环境互动时保持平衡是一项挑战。在本文中,我们研究了其他接触点的使用,以最大程度地提高机车操作运动的鲁棒性。具体而言,研究了身体接触,以增强四倍体机器人的鲁棒性和操纵功能。我们建议将机器人配备插脚:刚性附着在身体上的小腿,以确保在可控的点接触中发生身体接触。通过计算最小的不可拆除力(SUF)来量化这些插脚对鲁棒性的影响,这是一种与可行扳手相关的鲁棒性的度量。我们使用SUF来评估系统的鲁棒性,并提出可以以近实时速度计算的SUF的有效近似。我们设计了一个基于分层二次编程的全身控制器,该控制器可以在与地面接触时控制稳定的交互作用。这种使用插脚和由此产生的控制框架的新颖概念都在硬件上实现,以验证稳健性增加和新实现的机车操作任务的有效性,例如障碍清除和对大物体的操纵。

Legged robots have great potential to perform loco-manipulation tasks, yet it is challenging to keep the robot balanced while it interacts with the environment. In this paper we study the use of additional contact points for maximising the robustness of loco-manipulation motions. Specifically, body-ground contact is studied for enhancing robustness and manipulation capabilities of quadrupedal robots. We propose to equip the robot with prongs: small legs rigidly attached to the body which ensure body-ground contact occurs in controllable point-contacts. The effect of these prongs on robustness is quantified by computing the Smallest Unrejectable Force (SUF), a measure of robustness related to Feasible Wrench Polytopes. We apply the SUF to assess the robustness of the system, and propose an effective approximation of the SUF that can be computed at near-real-time speed. We design a hierarchical quadratic programming based whole-body controller that controls stable interaction when the prongs are in contact with the ground. This novel concept of using prongs and the resulting control framework are all implemented on hardware to validate the effectiveness of the increased robustness and newly enabled loco-manipulation tasks, such as obstacle clearance and manipulation of a large object.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源