一种新颖的可穿戴折纸装置用于摔倒时的头颈椎保护

David Carmona, Qifeng Xun, Xinyu Jia, Hongliang Ren
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引用次数: 0

摘要

老年人的骨骼结构和神经系统都很脆弱,这使得他们比其他人更容易摔倒。跌倒会导致头部和颈椎受伤,这是非常严重的,因为这涉及到危及生命的手术或瘫痪。目前的解决方案是建立一个可穿戴的保护装置,以吸收与跌倒有关的力量,防止头部和颈椎受伤。然而,目前的可穿戴保护系统仅保护下肢。这项工作的主要想法是提出一种可穿戴的折纸装置,用于在跌倒时保护头部和颈椎。该设备可折叠、紧凑、轻便;因此,它可以被受试者在任何时间点佩戴。该设备使用基于逻辑回归的跌倒检测算法,并结合语音识别系统来检测跌倒事件,并部署折纸结构来保护受试者的头部和颈椎。自由落体实验表明,折纸在垂直方向上的最大变形量为4cm,基于Logistic回归的算法对折纸坠落事件的检测准确率为77.45%,语音识别对被试呼喊的识别准确率为88.5%。此外,整个系统可以在不到800毫秒的时间内部署,这适用于保护受试者免受头部和颈椎损伤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Wearable Origami Device for Head and Cervical Spine Protection in Falls
Older adults have a frail bone structure and neurological system, making them more prone to falls than the rest of the population. Falls can lead to head and cervical spine injuries, which are critical since they involve life-threatening surgeries or paralysis. The current solution is to build a wearable protection device to absorb the fall-related forces and prevent head and cervical spine injuries. Nevertheless, current wearable protection systems solely shield the lower-limbs. This work’s main idea is to propose a wearable origami device for head and cervical spine protection in falls. The device is foldable, compact, and lightweight; thus, it can be worn by the subject at any point in time. The device uses a Logistic Regression-based fall detection algorithm coupled with a speech recognition system that detects the fall event and deploys the origami structure to shelter the subject’s head and cervical spine. The free-fall experiments show that the origami’s maximum deformation along the vertical direction is 4cm, the Logistic Regression-based algorithm can detect the fall event with an F1-score of 77.45%, and the speech recognition can distinguish the subject’s shouting with an accuracy of 88.5%. Furthermore, the entire system can deploy in less than 800ms, which is adapted to protect subjects from head and cervical spine injuries.
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