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Exciting Engineered Passive Dynamics in a Bipedal Robot

机译:双足机器人中激动人心的工程被动动力学

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摘要

A common approach in designing legged robots is to build fully actuated machines and control the machine dynamics entirely in software, carefully avoiding impacts and expending a lot of energy. However, these machines are outperformed by their human and animal counterparts. Animals achieve their impressive agility, efficiency, and robustness through a close integration of passive dynamics, implemented through mechanical components, and neural control. Robots can benefit from this same integrated approach, but a strong theoretical framework is required to design the passive dynamics of a machine and exploit them for control. For this framework, we use a bipedal spring–mass model, which has been shown to approximate the dynamics of human locomotion. This paper reports the first implementation of spring–mass walking on a bipedal robot. We present the use of template dynamics as a control objective exploiting the engineered passive spring–mass dynamics of the ATRIAS robot. The results highlight the benefits of combining passive dynamics with dynamics-based control and open up a library of spring–mass model-based control strategies for dynamic gait control of robots.
机译:设计有腿机器人的一种常见方法是构建完全驱动的机器,并完全通过软件控制机器动力学,同时小心地避免撞击并消耗大量能量。但是,这些机器的性能优于人类和动物的同类产品。动物通过机械部件和神经控制实现的被动动力学的紧密集成,实现了令人印象深刻的敏捷性,效率和鲁棒性。机器人也可以从这种相同的集成方法中受益,但是需要强大的理论框架来设计机器的被动动力学并将其用于控制​​。对于此框架,我们使用了两足动物的弹簧质量模型,该模型已被证明可以近似人类运动的动力学。本文报告了在双足机器人上进行弹簧质量行走的第一种方法。我们将利用模板动力学作为控制目标,利用ATRIAS机器人的工程被动弹簧质量动力学。结果突出了将被动动力学与基于动力学的控制相结合的好处,并开放了基于弹簧质量模型的控制策略库,用于机器人的动态步态控制。

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