基于坐垫的智能活动识别:提示用户保持健康的坐姿

IF 1.9 Q3 COMPUTER SCIENCE, CYBERNETICS IEEE Systems Man and Cybernetics Magazine Pub Date : 2020-10-01 DOI:10.1109/MSMC.2019.2962226
Congcong Ma, Wenfeng Li, Raffaele Gravina, Juan Du, Qimeng Li, G. Fortino
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引用次数: 3

摘要

在新兴的可穿戴世界中,大量的智能设备被设计用来方便我们的日常生活。更多的活动,如学生学习、办公室工作或驾驶,都需要人类在日常生活中花费相当大的一部分时间坐在椅子上。因此,人们对开发监视和支持坐着用户的技术越来越感兴趣。最具代表性的例子就是智能椅子和智能坐垫。为了促使使用者保持健康的坐姿,并鼓励他们在长时间坐着后短暂休息,一些研究侧重于坐姿的检测、监测和分析。特别是智能坐垫,在这种情况下是一个非常有前途的设备,因为它是非侵入性的,可以方便地部署在座位或靠背上,使普通的椅子、沙发甚至汽车座椅突然变得智能。本文综述了我们在使用智能坐垫进行坐姿识别方面的研究成果。我们将展示可以启用非常多样化的应用,包括医疗应用(例如,避免背痛或压疮),甚至人类交流(肢体语言检测)。
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Smart Cushion-Based Activity Recognition: Prompting Users to Maintain a Healthy Seated Posture
In the emerging wearable world, a plethora of smart devices are being designed to facilitate our daily life. More activities, such as student learning, desk office work, or driving are requiring human beings to spend a significant portion of their daily life sitting on a chair. As a result, there is increasing interest in the development of technologies that monitor and support seated users. The most iconic examples of this are the smart chair and the smart cushion. To prompt users to maintain healthy sitting posture and to encourage them to have a short break after prolonged sitting, several studies focus on the detection, monitoring, and analysis of sitting postures. The smart cushion, in particular, is a very promising device in this context because it is noninvasive and can be conveniently deployed on the seat or backrest, making an ordinary chair, sofa, or even a car seat suddenly smart. This article reviews our previous research studies and the results related to sitting posture recognition using the smart cushion. We will show that very diversified applications can be enabled, spanning medical applications (e.g., back pain or pressure ulcers avoidance) and even human communication (body language detection).
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来源期刊
IEEE Systems Man and Cybernetics Magazine
IEEE Systems Man and Cybernetics Magazine COMPUTER SCIENCE, CYBERNETICS-
自引率
6.20%
发文量
60
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