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

机译:使用SmartWatch应用程序开发自动化30秒的椅子支架测试

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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SmartWatch应用程序,用于标准30秒秒椅试验的自动化(30SCST)。 30SCST主要用于测试腿部强度和耐力,还用于速度和流动性,并评估跌倒风险。我们在SmartWatch上使用惯性信号来检测和计数在测试期间的代表。应用程序通知用户在SmartWatch上使用振动启动和停止测试。通知的同步和信号采集允许在测试期间评估用户的响应时间。我们的应用在测试前显示基线心率,测试期间的心率增加,并且测试后的心率恢复可能允许评估用户的心血管适应性。该应用程序是使用磨损操作系统开发的,并在两个SmartWatch平台上进行测试:化石G4和Polar M600。试点测试包括12个科目,六个男性和六位女性(平均年龄39.1,S.D.19岁)。检测次数的总体准确性为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自动监控。

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