Aerobic Exercise System for Home Telerehabilitation

Aref Smiley, J. Finkelstein
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Abstract

The COVID-19 pandemic has impacted every aspect of health delivery and encouraged to replace in-person clinical visits with telecommunications. By providing wireless communication between embedded electronic devices and sensors, telerehabilitation enables constant monitoring of vital body functions, and tracking of physical activities of a person and aids physical therapy. In this paper, we designed and tested two remotely controlled versions of interactive bike (iBikE) systems which communicate through either Wi-Fi or BLE and give the clinical team the capability to monitor exercise progress in real time using simple graphical representation. We used the same hardware and user interface for both designs. The software uses either Wi-Fi or BLE protocol to connect the iBikE equipment and PC tablet. The bike can be used for upper or lower limb rehabilitation. A customized tablet app was developed to provide user interface between the app and the bike sensors. Both bikes were tested with a single group of nine individuals in two separate sessions. Each individual was asked to hand-cycle for three separate sub-sessions (1 minute each for slow, medium, and fast pace) with one-minute rest. During each sub-session, speed of the bikes was measured continuously using a tachometer, in addition to reading speed values from the iBikE app, to compare the functionality and accuracy of the measured data. Measured RPMs in each sub-session from iBikE and tachometer were further divided into 4 categories: 10-second bins (6 bins), 20-second bins (3 bins), 30-second bins (2 bins), and RPMs in each sub-session (1 minute, 1 bin). Then, the mean difference of each category (iBikE, tachometer) was calculated for each sub-session. Finally, mean and standard deviation (SD) of the calculated mean differences were reported for all individuals. We saw decreasing trend in both mean and SD from 10 second to 1 minute measurement. For BLE iBikE system, minimum mean RPM difference was $0.2 \pm 0.3$ in one-minute sub-session with medium speed. This number was $0.21 \pm 0.21$ in one-minute sub-session with slow speed for Wi-Fi iBikE system. Thus, testing confirmed high accuracy of our interfaces.
家庭远程康复有氧运动系统
COVID-19大流行影响了卫生服务的各个方面,并鼓励人们用电信代替亲自就诊。通过在嵌入式电子设备和传感器之间提供无线通信,远程康复能够持续监测身体的重要功能,跟踪一个人的身体活动,并有助于物理治疗。在本文中,我们设计并测试了两种远程控制版本的交互式自行车(iBikE)系统,它们通过Wi-Fi或BLE进行通信,并使临床团队能够使用简单的图形表示实时监控运动进度。我们在两个设计中使用了相同的硬件和用户界面。该软件使用Wi-Fi或BLE协议连接iBikE设备和PC平板电脑。该自行车可用于上肢或下肢康复。开发了定制的平板电脑应用程序,以提供应用程序和自行车传感器之间的用户界面。这两款自行车都是由一组9人在两个单独的时段进行测试的。每个人被要求进行三个独立的分阶段(慢速、中速和快速各1分钟),休息一分钟。在每一个分阶段,除了从iBikE应用程序读取速度值外,还使用转速计连续测量自行车的速度,以比较测量数据的功能和准确性。将iBikE和转速计测得的每个子会话转速进一步分为4类:10秒组(6个)、20秒组(3个)、30秒组(2个)和每个子会话转速(1分钟,1个)。然后,计算每个子会话的每个类别(iBikE, tachometer)的平均差值。最后,报告所有个体计算的平均差异的均值和标准差(SD)。从10秒到1分钟的测量,我们看到平均值和标准差都呈下降趋势。对于BLE iBikE系统,在1分钟的中速次会话中,最小平均RPM差异为0.2美元/ pm 0.3美元。在低速Wi-Fi iBikE系统的1分钟次会话中,该数字为0.21美元/分0.21美元。因此,测试证实了我们的接口具有很高的准确性。
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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