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P300-based control for assistive robot for habitat

机译:基于P300的栖息地辅助机器人控制

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The lack of caregivers in the field of nursing care is a serious problem in Japan, given the progressively declining birthrate and aging population. Because the lack of personnel in nursing care also affects qualitative aspects, careless care will lead to a decline in quality of life (QoL) of the care recipients. Therefore, with logistical support, such as from robots and ICT, it is expected that the burden on caregivers can be reduced by increasing the instances where assistance of caregivers is not required, and that the QoL of the care recipients themselves, can be improved by increasing the number of things that they can do by themselves. In this paper, we propose a nursing care support robot system, especially for care recipients who have lost motor function of their limbs or have disabilities. This system adopts a BMI (Brain Machine Interface) using Electroencephalography (EEG), and by using “without moving limbs” brain wave information of disabled care recipients, the robot's arm can be controlled to perform simple movements such as picking up objects. According to performance evaluation results of the system with 5 healthy 21-24 years old males as the test subjects, a high recognition accuracy of 80% on average was obtained, when the stimulus count was 10 or more. By developing this system, it could become possible to switch on or off or control household electrical appliances or electronic devices in the vicinity and even receive meal assistance through brainwaves.
机译:考虑到出生率和人口老龄化的下降,在护理领域缺乏护理人员是一个严重的问题。由于护理人员的缺乏也影响质的方面,因此粗心的护理将导致被护理者的生活质量(QoL)下降。因此,在机器人和ICT等后勤支持的支持下,可以通过增加不需要看护者帮助的情况来减轻看护者的负担,并且可以通过以下方式改善看护者自身的生活质量:增加他们自己可以做的事情。在本文中,我们提出了一种护理支持机器人系统,特别适用于肢体运动功能丧失或有残疾的护理对象。该系统采用使用脑电图(EEG)的BMI(脑机接口),并且通过使用残障接受者的“无活动肢体”脑电波信息,可以控制机器人的手臂执行简单的动作,例如捡起物体。根据以5名21-24岁的健康男性为测试对象的系统的性能评估结果,当刺激计数为10或以上时,平均识别率达到80%。通过开发该系统,可以打开或关闭或控制附近的家用电器或电子设备,甚至可以通过脑电波获得进餐帮助。

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