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The Analysis of G-Sensor by Discrete Cosine Transform for Fall Event on Smart Phone

机译:智能手机离散余弦变换对G传感器的分析

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Fall detection is one of the major issues in health care filed. Falls can cause serious injury both in physiology and psychology, especially to the old people. A reliable fall detector can provide rapid emergency medical care for the fallen down people. Thus, a reliable and effectively fall detection system is necessary. Smart phones become one of the necessities in daily life. People use the smart phone to communicate and enjoy the entertainment. Most of the smart phones are equipped with G-sensor to detect the gravity in tri-axis. In this paper, we analyze the signal from the G-sensor of tri-axial accelerometer by Discrete Cosine Transform (DCT) to detect the occurrence of fall from the activities of daily living (ADL), consisting of walking, standing and sitting. Experimental results show that the result of analysis can help to detect the falls effectively.
机译:跌倒检测是卫生保健提起的主要问题之一。瀑布可能导致生理和心理学造成严重伤害,尤其是老人。可靠的跌落探测器可以为堕落的人提供快速的紧急医疗服务。因此,需要可靠且有效地下降检测系统。智能手机成为日常生活中的必需品之一。人们使用智能手机沟通并享受娱乐。大多数智能手机配有G型传感器,以检测三轴的重力。在本文中,我们通过离散余弦变换(DCT)分析来自三轴加速度计的G传感器的信号,以检测日常生活(ADL)活动的秋季的发生,包括行走,站立和坐姿。实验结果表明,分析结果可以有助于有效地检测到瀑布。

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