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Development of an Automated 30 Second Chair Stand Test Using Smartwatch Application

机译:使用Smartwatch应用程序开发自动30秒座椅站立测试

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This paper presents development of the smartwatch application for automation of the standard 30 Second Chair Stand Test (30SCST). 30SCST is primarily used to test leg strength and endurance, but also speed and mobility and assess risk of falls. We use inertial signals on smartwatch to detect and count stands during the test. The application notifies the user to start and stop the test using vibration on the smartwatch. Synchronization of notifications and signal acquisition allows assessment of user’s response time during the test. Our application monitors baseline heart rate before the test, heart rate increase during the test, and heart rate recovery after the test that might allow assessment of cardiovascular fitness of the user. The application is developed using Wear OS and tested on two smartwatch platforms: Fossil G4 and Polar M600. Pilot test included 12 subjects, six male and six female (mean age 39.1, S.D. 19 years). Overall accuracy of detection of the number of standups is 98.8%. Smartwatch application can be used for automated testing in clinical setups as well as for self-monitoring at home.
机译:本文介绍了用于自动进行标准30秒椅子站立测试(30SCST)的smartwatch应用程序的开发。 30SCST主要用于测试腿部的力量和耐力,还可以测试速度和活动性并评估跌倒的风险。在测试过程中,我们在智能手表上使用惯性信号来检测和计数支架。该应用程序通知用户使用智能手表上的振动来开始和停止测试。通知和信号采集的同步允许评估用户在测试过程中的响应时间。我们的应用程序会监控测试前的基准心率,测试过程中的心率增加以及测试后的心率恢复,从而可以评估用户的心血管健康状况。该应用程序是使用Wear OS开发的,并在两个智能手表平台上进行了测试:Fossil G4和Polar M600。试点测试包括12名受试者,其中6名男性和6名女性(平均年龄39.1,S.D。19岁)。站立次数检测的总体准确性为98.8%。 Smartwatch应用程序可用于临床设置中的自动化测试以及在家中的自我监控。

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