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On the Combined Inverse-Dynamics/Passivity-Based Control of Elastic-Joint Robots

机译:联合机器人的基于逆动力学/被动性的组合控制

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摘要

In this paper, we present a novel global tracking control approach for elastic-joint robots that can be efficiently computed and is robust against model uncertainties and input disturbances. Elastic-joint robots provide enhanced safety and resiliency for interaction with the environment and humans. On the other hand, the joint elasticity complicates the motion-control problem especially when robust and precise trajectory tracking is required. Our proposed control approach allows us to merge the main benefits of the two well-known control schemes: inverse-dynamics (ID) control, which can be efficiently computed thanks to modern recursive algorithms, and passivity-based (PB) tracking control, which provides enhanced robustness to model uncertainty and external disturbances. As an extension of our previous work, we present a detailed robustness analysis of our combined ID/PB controller, a new variant of the original scheme that shows practically relevant implications, and finally, experimental results that verify the effectiveness of the approach.
机译:在本文中,我们为弹性关节机器人提出了一种新颖的全局跟踪控制方法,该方法可以有效地计算,并且对于模型不确定性和输入干扰具有鲁棒性。弹性关节机器人可增强与环境和人类互动的安全性和弹性。另一方面,关节弹性使运动控制问题复杂化,尤其是在需要鲁棒且精确的轨迹跟踪时。我们提出的控制方法使我们能够合并两种众所周知的控制方案的主要优点:逆动力学(ID)控制,由于采用了现代递归算法,因此可以有效地进行计算;以及基于无源性(PB)的跟踪控制,为模型不确定性和外部干扰提供增强的鲁棒性。作为以前工作的扩展,我们提供了对组合ID / PB控制器的详细鲁棒性分析,原始方案的新变体,显示了实际相关的含义,最后,通过实验结果验证了该方法的有效性。

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