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一种基于光纤布拉格光栅传感器的可穿戴设备,用于监测下背部运动。

A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring.

机构信息

Department of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 00128 Rome, Italy.

Unit of Physical Medicine and Rehabilitation, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 00128 Rome, Italy.

出版信息

Sensors (Basel). 2020 Jul 9;20(14):3825. doi: 10.3390/s20143825.

Abstract

Low back pain (LBP) is one of the musculoskeletal disorders that most affects workers. Among others, one of the working categories which mainly experiences such disease are video terminal workers. As it causes exploitation of the National Health Service and absenteeism in workplaces, LBP constitutes a relevant socio-economic burden. In such a scenario, a prompt detection of wrong seating postures can be useful to prevent the occurrence of this disorder. To date, many tools capable of monitoring the spinal range of motions (ROMs) are marketed, but most of them are unusable in working environments due to their bulkiness, discomfort and invasiveness. In the last decades, fiber optic sensors have made their mark allowing the creation of light and compact wearable systems. In this study, a novel wearable device embedding a Fiber Bragg Grating sensor for the detection of lumbar flexion-extensions (F/E) in seated subjects is proposed. At first, the manufacturing process of the sensing element was shown together with its mechanical characterization, that shows linear response to strain with a high correlation coefficient (R > 0.99) and a sensitivity value (S) of 0.20 nm∙mε. Then, the capability of the wearable device in measuring F/E in the sagittal body plane was experimentally assessed on a small population of volunteers, using a Motion Capture system (MoCap) as gold standard showing good ability of the system to match the lumbar F/E trend in time. Additionally, the lumbar ROMs were evaluated in terms of intervertebral lumbar distances (Δ d L 3 - L 1 ) and angles, exhibiting moderate to good agreement with the MoCap outputs (the maximum Mean Absolute Error obtained is ~16% in detecting Δ d L 3 - L 1 ). The proposed wearable device is the first attempt for the development of FBG-based wearable systems for workers' safety monitoring.

摘要

下背痛(LBP)是影响劳动者最严重的肌肉骨骼疾病之一。在其他疾病中,视频终端作业人员主要经历这种疾病。由于它导致国家卫生服务的利用和工作场所的旷工,LBP 构成了一个相关的社会经济负担。在这种情况下,及时发现错误的坐姿可以预防这种疾病的发生。迄今为止,已经有许多能够监测脊柱运动范围(ROM)的工具上市,但由于它们体积庞大、不舒适和侵入性,大多数都无法在工作环境中使用。在过去的几十年中,光纤传感器已经取得了显著的成就,允许创建轻巧紧凑的可穿戴系统。在这项研究中,提出了一种新型的可穿戴设备,该设备嵌入了光纤布拉格光栅传感器,用于检测坐姿受试者的腰椎屈伸运动(F/E)。首先,展示了传感元件的制造过程及其机械特性,该特性显示出与应变的线性响应,具有高相关系数(R>0.99)和灵敏度值(S)为 0.20nm·mε。然后,使用运动捕捉系统(MoCap)作为金标准,在一小部分志愿者中对可穿戴设备在矢状面测量 F/E 的能力进行了实验评估,该系统能够很好地匹配腰椎 F/E 的时间趋势。此外,还评估了腰椎 ROM 以椎间腰椎距离(ΔdL3-L1)和角度表示,与 MoCap 输出具有中度至良好的一致性(检测ΔdL3-L1 时获得的最大平均绝对误差约为 16%)。所提出的可穿戴设备是开发基于 FBG 的可穿戴系统用于工人安全监测的首次尝试。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4739/7411829/3c90833a249a/sensors-20-03825-g001.jpg

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