Real-time stabilization of a falling humanoid robot using hand contact: An optimal control approach

Shihao Wang, Kris K. Hauser
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引用次数: 8

Abstract

This paper introduces a real-time strategy to stabilize a falling humanoid robot by making hand contact with rails or walls in the environment. It uses an optimal control strategy with a simplified three-link model and finds an optimal hand contact using a direct shooting method. The objective function is designed to maintain stability while minimizing the probability of the contact slipping and minimizing impact that may damage the robot's arm. To achieve real-time performance, the method uses a precomputed database of necessary sticking friction coefficients at the contact points for all possible postimpact states. Validation is performed on a number of simulated falls in several rails and walls.
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基于手接触的人形机器人跌落的实时稳定:一种最优控制方法
本文介绍了一种通过手与环境中的轨道或墙壁接触来实现人形机器人下落时的实时稳定策略。该方法采用简化三连杆模型的最优控制策略,采用直射法寻找最优手接触点。目标函数旨在保持稳定性,同时使接触滑动的概率最小化,并使可能损坏机器人手臂的冲击最小化。为了实现实时性能,该方法使用预先计算的接触点上所有可能的碰撞后状态的必要粘着摩擦系数数据库。在几个轨道和墙壁上进行了许多模拟坠落验证。
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