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基于可穿戴传感器系统在姿势转换期间评估平衡不稳定

Assessment of Balance Instability by Wearable Sensor Systems During Postural Transitions.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:7455-7459. doi: 10.1109/EMBC46164.2021.9631072.

Abstract

Several studies have demonstrated beneficial effects of real-time biofeedback for improving postural control. However, the application for daily activities, which also include postural transitions, is still limited. One crucial aspect is the time point of providing feedback, and thus its reliability. This might depend on the sensor system used, but also on how the threshold is defined. This study investigates which wearable sensor system and what kind of threshold is more reliable in a situation of a postural transition.To this end, we compared three sensor systems regarding their accuracy in timing in a stable and unstable postural transition in 16 healthy young adults: a multiple Inertial Measurement Unit system (IMU), a pressure Insoles System (IS), and a combination of both systems (COMB). Further, we contrasted two threshold parameters for each system: a Quiet Standing-based threshold (QSth) and a Limits of Stability-based threshold (LoSth).Two-way repeated measures ANOVAs and Wilcoxon tests (α = 0.05) indicated highest accuracy in the COMB LoSth, though with small differences to the IS LoSth. The LoSth showed more accurate timing than the QSth, especially in medio-lateral direction for IS and COMB.Consequently, for providing a reliable timing for a potential biofeedback applied by a wearable device in everyday life situations applications should focus on pressure insoles and a functional stability threshold, such as the LoS-based threshold.

摘要

已有多项研究表明,实时生物反馈对于改善姿势控制具有有益效果。然而,其在日常活动中的应用仍然有限,日常活动还包括姿势转换。其中一个关键方面是提供反馈的时间点,以及其可靠性。这可能取决于所使用的传感器系统,但也取决于如何定义阈值。本研究旨在调查在姿势转换的情况下,哪种可穿戴传感器系统和哪种阈值更可靠。

为此,我们在 16 名健康年轻成年人中比较了三种传感器系统在稳定和不稳定姿势转换中的计时准确性:多惯性测量单元系统(IMU)、压力鞋垫系统(IS)和这两个系统的组合(COMB)。此外,我们为每个系统对比了两个阈值参数:基于静息站立的阈值(QSth)和基于稳定性极限的阈值(LoSth)。

双向重复测量方差分析和 Wilcoxon 检验(α=0.05)表明,COMB LoSth 的准确性最高,尽管与 IS LoSth 差异很小。LoSth 比 QSth 具有更准确的计时,尤其是对于 IS 和 COMB 的横向方向。

因此,对于在日常生活情况下通过可穿戴设备提供可靠的定时生物反馈应用,应侧重于压力鞋垫和基于功能稳定性的阈值,如基于 LoS 的阈值。

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