Biomimetic Eye-Neck Coordination

M. Lopes, A. Bernardino, J. Santos-Victor, K. Rosander, C. Von Hofsten
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引用次数: 21

Abstract

We describe a method for coordinating eye and neck motions in the control of a humanoid robotic head. Based on the characteristics of human oculomotor behavior, we formulate the target tracking problem in a state-space control framework and show that suitable controller gains can be either manually tuned with optimal control techniques or learned from bio-mechanical data recorded from newborns subjects. The basic controller relies on eye-neck proprioceptive feedback. In biological systems, vestibular signals and target prediction compensate for external motions and allow target tracking with low lag. We provide ways to integrate inertial and prediction signals in the basic control architecture, whenever these are available. We demonstrate the ability of the method in replicating the behavior of subjects with different ages and show results obtained through a real-time implementation in a humanoid platform.
仿生眼颈协调
我们描述了一种在控制人形机器人头部时协调眼睛和颈部运动的方法。基于人类动眼肌行为的特点,我们在状态空间控制框架中提出了目标跟踪问题,并表明适当的控制器增益可以通过最优控制技术手动调整或从新生儿受试者记录的生物力学数据中学习。基本的控制器依赖于眼颈本体感觉反馈。在生物系统中,前庭信号和目标预测补偿了外部运动,使目标跟踪具有低滞后。我们提供了在基本控制体系结构中集成惯性和预测信号的方法,只要这些可用。我们展示了该方法复制不同年龄受试者行为的能力,并展示了通过在人形平台上实时实现获得的结果。
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