以智能手机为中心的人体姿势监测系统

Reza Samiei-Zonouz, Hamidreza Memarzadeh-Tehran, Rouhollah Rahmani
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引用次数: 11

摘要

由于智能手机的高便携性、计算能力和易用性,它在全球的普及有可能极大地改善医疗保健。如今的智能手机很容易编程,并配备了越来越多的强大嵌入式传感器,如加速度计、陀螺仪、麦克风和摄像头。事实上,配备这种微型传感器的智能手机可能会通过促进主动的个人健康管理和无处不在的健康监测(包括生理迹象和人体姿势观察),重塑医疗保健的未来。在本文中,我们介绍了一个以智能手机为中心的软件的设计和实现,该软件通过使用嵌入在智能手机中的加速度传感器来监测人体姿势。此外,重点是解释从加速度传感器获得的数据,以实现适合医疗保健应用的上下文感知。这种以智能手机为中心的监控软件,与集成多个可穿戴传感器的传统监控软件相比,成本效益更高,也不那么复杂。
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Smartphone-centric human posture monitoring system
The popularity of smartphones around the world has the potential to dramatically improve healthcare, due to the high portability, computing capability, and ease of usage. Today's smartphones are easily programmable and come with a growing set of powerful embedded sensors such as accelerometers, gyroscopes, microphones, and cameras. Indeed, the smartphones equipped with such miniaturized sensors will potentially reshape the future of healthcare by facilitating proactive personal wellbeing management and ubiquitous health monitoring including physiological signs and human posture observation. In this paper, we present the design and implementation of a smartphone-centric software for monitoring the human posture by using the acceleration sensors which are embedded in smartphones. Additionally, an emphasis is given to interpreting the obtained data from the acceleration sensors to achieve context-awareness suitable for healthcare applications. Such the smartphone-centric monitoring softwares are also more cost-effective and less complex compared to its conventional counterparts where multiple wearable sensors are incorporated.
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