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Design of a Capacitance Sensor for Human Intention Detection of Daily Living Activities

机译:用于人类意图检测日常生活活动的电容传感器的设计

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As many countries enter an aging society, the demand of wearable robots are increasing. To apply wearable robots in daily life, the intention recognition of the wearers is of great important. Although this research field has been extensively studied in the last decade, still the physical intention recognition based approaches are facing different challenges and in particular when used in assistive and rehabilitation scenarios. In this paper, we propose to monitor muscular activities of the shank and movement of the ankle joint by using capacitance sensors. The proposed capacitance sensor monitor the electrodermal activities under the human skin. The human skin has capacitance when an external current is applied and muscular activities can change the capacitance. To verify the proposed capacitance sensor, the human joint angle was measured by two inertial sensors and the capacitance sensor on the shank at once. The electromyogram(EMG) signals were also compared to verify the performance of the intention detection device based on the capacitance sensors.
机译:随着许多国家进入老龄化社会,可穿戴机器人的需求正在增加。为了在日常生活中涂抹可穿戴机器人,意图识别佩戴者具有很大的重要性。虽然该研究领域在过去十年中已经过广泛研究,但仍然基于物理意图识别的方法面临不同的挑战,特别是在辅助和康复情景中使用时。在本文中,我们建议通过使用电容传感器监测脚踝柄的肌肉活动和踝关节的运动。所提出的电容传感器监测人体皮肤下的电寄存器活动。当施加外部电流并且肌肉活动可以改变电容时,人体皮肤具有电容。为了验证所提出的电容传感器,通过两个惯性传感器和柄部上的电容传感器立即测量人的关节角度。相比,电象(EMG)信号也可以基于电容传感器验证意图检测装置的性能。

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