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Neural closed-loop control of a hand prosthesis using cross-modal haptic feedback

机译:使用跨模型触觉反馈的手术假体的神经闭环控制

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Due to the growing field of neuro-prosthetics and other brain-machine interfaces that employ human-like control schemes, it has become a priority to design sensor and actuation mechanisms that relay tactile information to the user. Unfortunately, most state of the art technology uses feedback techniques that are invasive, costly or inefficient for the general population. This paper proposes a feasible feedback method where tactile information during dexterous manipulation is perceived through multi-frequency auditory signals. In the interest of examining whether users are able to quickly learn and adapt to the audio-tactile relationship and apply it to the neural control of a robot, an experimental protocol was formed. Users were instructed to grasp several objects of varying stiffness and weight using an electromyographically-controlled robotic hand, and tactile information was provided to them in real-time through the proposed cross-modal feedback. Results show that users were able to adapt and learn the feedback technology after short use, and could eventually use auditory information alone to control the grasping forces of a robotic hand. This outcome suggests that the proposed feedback method could be a viable alternative for obtaining tactile feedback while staying non-invasive and practical to the user, with applications ranging from neuro-prosthetics to control interfaces for remotely operated devices.
机译:由于神经假肢和采用人类控制方案的其他脑机接口的越来越多的领域,它已成为设计传感器和致动机制的优先事项,该传感器和致动机制将触觉信息与用户进行触觉信息。不幸的是,最先进技术的最先进技术使用反馈技术,这些技术是侵入性的,昂贵或效率低的普通群体。本文提出了一种可行的反馈方法,通过多频听信号感知灵活操作期间的触觉信息。为了检查用户是否能够快速学习和适应音频触觉关系并将其应用于机器人的神经控制,形成了实验方案。用户被指示使用电焦控制的机器人手掌抓住几个变化刚度和重量的物体,并且通过所提出的跨模型反馈实时向它们提供触觉信息。结果表明,在使用短期之后,用户能够调整和学习反馈技术,最终可以单独使用听觉信息来控制机器人手的抓握力。该结果表明,所提出的反馈方法可以是可行的替代方案,用于在对用户保持非侵入性和实用的同时获得触觉反馈,其应用范围从神经假肢控制到远程操作装置的接口。

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