Trajectory optimization for walking robots with series elastic actuators

Alexander Werner, R. Lampariello, C. Ott
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引用次数: 10

Abstract

Series elastic actuators are a promising feature for future walking robots. Utilizing the natural oscillation of the elastic actuation can lead to efficient locomotion. However finding a matching combination of joint stiffness and actuator input is challenging as these robots share the properties of underactuated and hybrid dynamic systems. In this paper an optimization problem for cyclic walking of a robot with series elastic actuators is formulated and a flatness based solution method is presented. The method efficiently generates trajectories which exploit the actuator capabilities while respecting all limitations of the system. Additionally the relevant aspects of the trajectories for the design of a flexible robot are discussed.
串联弹性作动器步行机器人的轨迹优化
串联弹性作动器是未来行走机器人的一个有前途的特性。利用弹性作动器的自然振荡可以实现高效的运动。然而,由于这些机器人具有欠驱动和混合动力系统的特性,因此寻找关节刚度和驱动器输入的匹配组合是具有挑战性的。提出了带串联弹性作动器的机器人循环行走优化问题,并提出了一种基于平面度的求解方法。该方法有效地生成轨迹,利用了执行器的能力,同时尊重了系统的所有限制。此外,还讨论了柔性机器人轨迹设计的相关问题。
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