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Reaching and Grasping a Glass of Water by Locked-In ALS Patients through a BCI-Controlled Humanoid Robot

机译:锁定的ALS患者通过BCI控制的人形机器人到达和抓取一杯水

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摘要

Locked-in Amyotrophic Lateral Sclerosis (ALS) patients are fully dependent on caregivers for any daily need. At this stage, basic communication and environmental control may not be possible even with commonly used augmentative and alternative communication devices. Brain Computer Interface (BCI) technology allows users to modulate brain activity for communication and control of machines and devices, without requiring a motor control. In the last several years, numerous articles have described how persons with ALS could effectively use BCIs for different goals, usually spelling. In the present study, locked-in ALS patients used a BCI system to directly control the humanoid robot NAO (Aldebaran Robotics, France) with the aim of reaching and grasping a glass of water. Four ALS patients and four healthy controls were recruited and trained to operate this humanoid robot through a P300-based BCI. A few minutes training was sufficient to efficiently operate the system in different environments. Three out of the four ALS patients and all controls successfully performed the task with a high level of accuracy. These results suggest that BCI-operated robots can be used by locked-in ALS patients as an artificial alter-ego, the machine being able to move, speak and act in his/her place.
机译:锁定型肌萎缩性侧索硬化症(ALS)患者每天都需要完全依靠看护者。在此阶段,即使使用常用的扩充和替代通信设备,也可能无法进行基本通信和环境控制。脑部计算机接口(BCI)技术允许用户调节脑部活动,以进行机器和设备的通信和控制,而无需电机控制。在过去的几年中,许多文章描述了ALS患者如何有效地将BCI用于不同的目标,通常是拼写。在本研究中,锁定的ALS患者使用BCI系统直接控制人形机器人NAO(法国Aldebaran机器人公司),以期达到并抓住一杯水。通过基于P300的BCI招募了4名ALS患者和4名健康对照,并对其进行了培训,以操作该人形机器人。几分钟的培训足以在不同环境中有效地运行系统。四分之三的ALS患者和所有对照均成功地以高精度完成了该任务。这些结果表明,被锁定的ALS患者可以将BCI操纵的机器人用作人工改变者,该机器能够在他/她的位置移动,讲话和行动。

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