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用于家庭远程康复期间监测和控制自行车运动的无线接口的开发与评估

Development and Evaluation of Wireless Interfaces to Monitor and Control Cycling Exercise During Home Telerehabilitation.

作者信息

Smiley Aref, Tsai Te-Yi, Havrylchuk Ihor, Cui Wanting, Parvanova Irena, Zakashansky Elena, Xhakli Taulant, Cui Hu, Finkelstein Joseph

机构信息

Center for Biomedical and Population Health Informatics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

出版信息

Med Devices (Auckl). 2023 Jan 19;16:1-13. doi: 10.2147/MDER.S392999. eCollection 2023.

Abstract

PURPOSE

This paper focuses on developing and testing three versions of interactive bike (iBikE) interfaces for remote monitoring and control of cycling exercise sessions to promote upper and lower limb rehabilitation.

METHODS

Two versions of the system, which consisted of a portable bike and a tablet PC, were designed to communicate through either Bluetooth low energy (BLE) or Wi-Fi interfaces for real-time monitoring of exercise progress by both the users and their clinical team. The third version of the iBikE system consisted of a motorized bike and a tablet PC. It utilized conventional Bluetooth to implement remote control of the motorized bike's speed during an exercise session as well as to provide real-time visualization of the exercise progress. We developed three customized tablet PC apps with similar user interfaces but different communication protocols for all the platforms to provide a graphical representation of exercise progress. The same microcontroller unit (MCU), ESP-32, was used in all the systems.

RESULTS

Each system was tested in 1-minute exercise sessions at various speeds. To evaluate the accuracy of the measured data, in addition to reading speed values from the iBikE app, the cycling speed of the bikes was measured continuously using a tachometer. The mean differences of averaged RPMs for both data sets were calculated. The calculated values were 0.38 ± 0.03, 0.25 ± 0.27, and 6.7 ± 3.3 for the BLE system, the Wi-Fi system, and the conventional Bluetooth system, respectively.

CONCLUSION

All interfaces provided sufficient accuracy for use in telerehabilitation.

摘要

目的

本文着重于开发和测试三种版本的交互式自行车(iBikE)接口,用于远程监测和控制骑行锻炼课程,以促进上肢和下肢康复。

方法

该系统的两个版本由一辆便携式自行车和一台平板电脑组成,设计为通过低功耗蓝牙(BLE)或Wi-Fi接口进行通信,以便用户及其临床团队实时监测锻炼进展。iBikE系统的第三个版本由一辆电动自行车和一台平板电脑组成。它利用传统蓝牙在锻炼过程中实现对电动自行车速度的远程控制,并提供锻炼进展的实时可视化。我们为所有平台开发了三个具有相似用户界面但不同通信协议的定制平板电脑应用程序,以提供锻炼进展的图形表示。所有系统均使用相同的微控制器单元(MCU),即ESP-32。

结果

每个系统在不同速度下进行了1分钟的锻炼测试。为了评估测量数据的准确性,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骑行速度。计算了两个数据集平均每分钟转速(RPM)的平均差异。对于BLE系统、Wi-Fi系统和传统蓝牙系统,计算值分别为0.38±0.03、0.25±0.27和6.7±3.3。

结论

所有接口在远程康复中使用都具有足够的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f68/9869914/df593326eb9e/MDER-16-1-g0001.jpg

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