评估可穿戴技术中几款心率监测器在山地自行车骑行时的有效性。
Assessing the Validity of Several Heart Rate Monitors in Wearable Technology While Mountain Biking.
作者信息
Carrier Bryson, Salatto R W, Davis Dustin W, Sertic Jacquelyn V L, Barrios Brenna, McGinnis Graham R, Girouard Tedd J, Burroughs Benjamin, Navalta James W
机构信息
University of Nevada, Las Vegas; Department of Kinesiology and Nutrition Sciences.
Vanguard University; Department of Kinesiology.
出版信息
Int J Exerc Sci. 2023 Nov 1;16(7):1440-1450. doi: 10.70252/PMWE7524. eCollection 2023.
PURPOSE
This study sought to assess the validity of several heart rate (HR) monitors in wearable technology during mountain biking (MTB), compared to the Polar H7® HR monitor, used as the criterion device.
METHODS
A total of 20 participants completed two MTB trials while wearing six HR monitors (5 test devices, 1 criterion). HR was recorded on a second-by-second basis for all devices analyzed. After data processing, validity measures were calculated, including 1. error analysis: mean absolute percentage errors (MAPE), mean absolute error (MAE), and mean error (ME), and 2. Correlation analysis: Lin's concordance correlation coefficient (CCC) and Pearson's correlation coefficient (). Thresholds for validity were set at MAPE < 10% and CCC > 0.7.
RESULTS
The only device that was found to be valid during mountain biking was the Suunto Spartan Sport watch with accompanying HR monitor, with a MAPE of 0.66% and a CCC of 0.99 for the overall, combined data.
CONCLUSION
If a person would like to track their HR during mountain biking, for pacing, training, or other reasons, the devices best able to produce valid results are chest-based, wireless electrocardiogram (ECG) monitors, secured by elastic straps to minimize the movement of the device, such as the Suunto chest-based HR monitor.
目的
本研究旨在评估与用作标准设备的 Polar H7® 心率监测器相比,几种可穿戴技术中的心率(HR)监测器在山地自行车运动(MTB)期间的有效性。
方法
共有 20 名参与者在佩戴六个心率监测器(5 个测试设备,1 个标准设备)的情况下完成了两次山地自行车试验。对所有分析的设备按秒记录心率。数据处理后,计算有效性指标,包括 1. 误差分析:平均绝对百分比误差(MAPE)、平均绝对误差(MAE)和平均误差(ME),以及 2. 相关性分析:林氏一致性相关系数(CCC)和皮尔逊相关系数()。有效性阈值设定为 MAPE < 10% 且 CCC > 0.7。
结果
在山地自行车运动期间被发现有效的唯一设备是带有随附心率监测器的 Suunto Spartan Sport 手表,总体合并数据的 MAPE 为 0.66%,CCC 为 0.99。
结论
如果一个人想在山地自行车运动期间出于配速、训练或其他原因追踪自己的心率,最能产生有效结果的设备是基于胸部的无线心电图(ECG)监测器,通过弹性带固定以尽量减少设备的移动,例如 Suunto 基于胸部的心率监测器。
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