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A Brain Controlled Robotic Gait Trainer for Neurorehabilitation

机译:用于神经康复的脑控制机器人步态训练器

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This paper discusses a brain controlled robotic gait trainer for neurorehabilitation of Spinal Cord Injury (SCI) patients. Patients suffering from Spinal Cord Injuries (SCI) become unable to execute motion control of their lower proximities due to degeneration of spinal cord neurons. The presented approach can help SCI patients in neuro-rehabilitation training by directly translating patient motor imagery into walkers motion commands and thus bypassing spinal cord neurons completely. A non-invasive EEG based brain-computer interface is used for capturing patient neural activity. For signal processing and classification, an open source software (OpenVibe) is used. Classifiers categorize the patient motor imagery (MI) into a specific set of commands that are further translated into walker motion commands. The robotic walker also employs fall detection for ensuring safety of patient during gait training and can act as a support for SCI patients. The gait trainer is tested with subjects, and satisfactory results were achieved.
机译:本文讨论了一种用于脊髓损伤(SCI)患者神经康复的脑控机器人步态训练器。由于脊髓神经元的退化,患有脊髓损伤(SCI)的患者无法对其较低的近距离执行运动控制。通过将患者的运动图像直接转换为步行者的运动命令,从而完全绕开脊髓神经元,所提出的方法可以帮助SCI患者进行神经康复训练。基于非侵入性EEG的脑机接口用于捕获患者的神经活动。对于信号处理和分类,使用了开源软件(OpenVibe)。分类器将患者的运动图像(MI)分类为一组特定的命令,这些命令进一步转换为步行者运动命令。机器人步行器还采用跌倒检测功能,以确保步态训练期间患者的安全,并可以为SCI患者提供支持。对步态训练者进行了测试,结果令人满意。

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