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基于关节的速度反馈对虚拟肢体动态扰动的作用

Joint-based velocity feedback to virtual limb dynamic perturbations.

作者信息

Earley Eric J, Kaveny Kyle J, Johnson Reva E, Hargrove Levi J, Sensinger Jon W

出版信息

IEEE Int Conf Rehabil Robot. 2017 Jul;2017:1313-1318. doi: 10.1109/ICORR.2017.8009430.

Abstract

Despite significant research developing myoelectric prosthesis controllers, many amputees have difficulty controlling their devices due in part to reduced sensory feedback. Many attempts at providing supplemental sensory feedback have not significantly aided control. We hypothesize this is because the feedback provided contains redundant information already provided by vision. However, whereas vision provides egocentric, position-based feedback, sensory feedback tied to joint coordinates may provide information complementary to vision. In this study, we tested if providing audio feedback of joint velocities can improve performance and adaptation to dynamic perturbations while controlling a virtual limb. While subjects performed time-controlled center-out reaches, we perturbed the dynamics of the system and measured the rate subjects adapted to this change. Our results suggest that initial errors were reduced in the presence of audio feedback, and we theorize this is due to subjects identifying the perturbed limb dynamics sooner. We also noted other possible benefits including improved muscle activation detection.

摘要

尽管在开发肌电假肢控制器方面进行了大量研究,但许多截肢者在控制他们的设备时仍有困难,部分原因是感觉反馈减少。许多提供补充感觉反馈的尝试并没有显著有助于控制。我们推测这是因为所提供的反馈包含了视觉已经提供的冗余信息。然而,虽然视觉提供以自我为中心的、基于位置的反馈,但与关节坐标相关的感觉反馈可能提供与视觉互补的信息。在这项研究中,我们测试了在控制虚拟肢体时,提供关节速度的音频反馈是否可以提高性能以及对动态扰动的适应性。当受试者进行时间控制的中心向外伸展时,我们干扰系统的动力学,并测量受试者适应这种变化的速度。我们的结果表明,在有音频反馈的情况下初始误差减少了,我们推测这是因为受试者更快地识别出受干扰的肢体动力学。我们还注意到其他可能的好处,包括改善肌肉激活检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73c5/8164835/cb8abd275fe0/nihms-1700232-f0001.jpg

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Embedded human control of robots using myoelectric interfaces.使用肌电接口实现人类对机器人的嵌入式控制。
IEEE Trans Neural Syst Rehabil Eng. 2014 Jul;22(4):820-7. doi: 10.1109/TNSRE.2014.2302212. Epub 2014 Jan 23.
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Visuomotor behaviours when using a myoelectric prosthesis.使用肌电假体时的视动行为。
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