Everyday Grasping Behavior Measurement with Wearable Electromyography

Everyday Grasping Behavior Measurement with Wearable Electromyography
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使用可穿戴肌电图仪测量日常抓取行为

DOI:
10.1109/icsens.2007.355790
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发表时间:
2006
期刊:
2006 5th IEEE Conference on Sensors
影响因子:
--
通讯作者:
H. Mizoguchi
H. Mizoguchi
中科院分区:
--
文献类型:
--
作者:
Y. Nishida;G. Kawakami;H. Mizoguchi

文献摘要

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可穿戴传感器技术使我们能够通过定量测量日常现象来对我们的日常生活进行科学研究。例如,观察和了解婴儿在日常生活中的行为,是制定婴儿伤害预防措施所必需的。本文描述了一种可穿戴式肌电(EMG)传感器,用于测量日常生活空间的抓取行为。介绍了作者研制的可穿戴式肌电传感器的原型系统。本文提出了一种利用开发的系统对抓取行为进行统计的方法。对成人进行的实验结果表明,该系统可以估计抓取时间,误差在25%以内。本文还介绍了一种用于婴儿的小型化可穿戴肌电传感器,并报告了一张肌电地图,该地图可视化了与手臂运动相关的事件和位置,作为所开发的肌电传感器的应用之一。
A wearable sensor technology enables us to conduct scientific research on our everyday lives by measuring everyday phenomena quantitatively. For example, observing and understanding infant's behavior in everyday lives is required for developing preventive measures of infant's injuries. This paper describes a wearable electromyography (EMG) sensor for measuring grasping behavior in a daily living space. The prototype system of a wearable EMG sensor developed by the authors is presented. This paper proposes a method for counting grasping behavior using the developed system. The results of the experiment conducted for an adult show that the system can estimate grasping times within an error of 25%. This paper also presents a downsized wearable EMG sensor for an infant and reports an EMG map, which visualizes the events related to arm motions with location, as one of applications of the developed EMG sensor.