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Movement control in biologically plausible frames of reference

机译:在生物学上合理的参照系中的运动控制

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摘要

Biological findings suggest that human movement is encoded in a variety of action-oriented reference frames. In contrast, robotics movement control is mostly formulated in traditional frames of reference, such as the world frame, or a robot-fixed base frame. In this contribution, we will investigate these biological findings and propose a movement control formulation for redundant robots that are equipped with one or several effectors. We will show that describing and controlling movement in action oriented reference frames yields significant advantages, such as higher in variance and generalization capabilities, better movement quality, and a more intuitive understanding. Controlling movement in action oriented reference frames leads to a very natural looking movements, resembling very much the characteristics of human motion.
机译:生物学发现表明,人类运动是在各种面向动作的参考系中编码的。相比之下,机器人运动控制主要是用传统的参照系(例如世界框架)或机器人固定的基础框架来制定的。在这项贡献中,我们将研究这些生物学发现,并为配备有一个或多个效应器的冗余机器人提出运动控制公式。我们将显示,在面向动作的参考框架中描述和控制运动具有明显的优势,例如更高的方差和泛化能力,更好的运动质量以及更直观的理解。在面向动作的参考系中控制运动会导致非常自然的运动,非常类似于人类运动的特征。

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