Efficacy of Bluetooth-Operated Heart Rate Monitors for Use in Construction

Pritham Pinni, Yahya Khan, Sylvia Murphy, Abhay Tak, Kayla Tran, Aaron Costin
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Abstract

In the construction industry, workers are constantly exposed to different environmental and other hazards that pose risks to their health. Bluetooth-connected devices host the potential to reduce health risks to workers by tracking heart rate (HR), particularly upon implementation into an Internet of Things (IoT) framework. An Internet of Things (IoT) system is one in which multiple devices are connected to transmit information to each other in real-time. A literature and industry review has been conducted to determine which devices would be most applicable to monitor HR in an IoT system to accurately portray real-time worker conditions. Experimentally, the most applicable devices found were then put under field tests imitating traditional work conditions through the performance of specific activities. The performance and accuracy of the devices under these conditions were then evaluated from the data collected. The study has been designed to determine whether chest, finger, and wrist devices could be used to actively track HR. The devices used included the Viatom Wellue O2Ring finger monitor, Polar Ignite GPS Fitness Watch wrist monitor, and the Polar H10 chest monitor, serving as test cases to see if and by how much the location of the device on the body differed with the HR found. All three devices could connect to the IoT system and transmit data within a specific timeframe correctly. Covariance and standard deviations measured by the Viatom Wellue O2Ring finger monitor and the Polar Ignite GPS Fitness Watch trials among participants were above the normal thresholds, indicating non-negligible differences around the mean and showing disparities in the accuracy of these devices. Furthermore, the results were found to be too inaccurate for widespread commercial deployment for tracking mid to high HR levels while performing construction-related labor. Overall, the use of Bluetooth-connected devices to track workers’ HR and other vitals has the potential applicability to improve safety in hazardous environments. However, future technological development must occur before implementing predictive safety systems into real-time monitoring to effectively monitor laborers performing strenuous tasks in harsh environments.
在建筑中使用蓝牙操作心率监测器的功效
在建筑行业,工人经常暴露在对其健康构成威胁的各种环境和其他危害中。蓝牙连接设备有可能通过跟踪心率(HR)来降低工作人员的健康风险,特别是在物联网(IoT)框架中实施后。物联网(IoT)系统是一个连接多个设备以实时传输信息的系统。已经进行了文献和行业审查,以确定哪些设备最适用于物联网系统中的人力资源监控,以准确描绘实时工人状况。在实验上,找到最适用的设备,然后通过特定活动的表现,模拟传统工作条件进行现场测试。然后根据收集的数据评估这些设备在这些条件下的性能和准确性。该研究旨在确定胸部、手指和手腕设备是否可以用于主动跟踪HR。所使用的设备包括Viatom Wellue O2Ring手指监测器、Polar Ignite GPS健身手表腕表监测器和Polar H10胸部监测器,作为测试案例,看看设备在身体上的位置是否与HR发现的位置有多大差异。这三种设备都可以连接到物联网系统,并在特定的时间范围内正确传输数据。Viatom Wellue O2Ring finger monitor和Polar Ignite GPS Fitness Watch在参与者中测量的协方差和标准差均高于正常阈值,表明在平均值周围存在不可忽略的差异,表明这些设备的准确性存在差异。此外,结果被发现对于广泛的商业部署来说过于不准确,无法在执行与建筑相关的劳动时跟踪中高人力资源水平。总的来说,使用蓝牙连接的设备来跟踪工人的人力资源和其他生命体征,对于提高危险环境中的安全性具有潜在的适用性。然而,在将预测安全系统应用于实时监控以有效监控在恶劣环境中执行繁重任务的劳动者之前,必须实现未来的技术发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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