Graduate School of Physical Education, National Institute of Fitness and Sports in Kanoya, Kanoya 891-2393, Japan.
Human Augmentation Research Center, National Institute of Advanced Industrial Science and Technology, Kashiwa 277-0882, Japan.
Sensors (Basel). 2022 Sep 4;22(17):6695. doi: 10.3390/s22176695.
Propulsive force is a determinant of swimming performance. Several methods have been proposed to estimate the propulsive force in human swimming; however, their practical use in coaching is limited. Herein, we propose a novel method for estimating the propulsive force generated by swimmers' hands using an inertial measurement unit (IMU) and pressure sensors. In Experiment 1, we use a hand model to examine the effect of a hand-mounted IMU on pressure around the hand model at several flow velocities and water flow directions. In Experiment 2, we compare the propulsive force estimated using the IMU and pressure sensors (FIMU) via an underwater motion-capture system and pressure sensors (FMocap). Five swimmers had markers, pressure sensors, and IMUs attached to their hands and performed front crawl swimming for 25 m twice at each of nine different swimming speeds. The results show that the hand-mounted IMU affects the resultant force; however, the effect of the hand-mounted IMU varies with the flow direction. The mean values of FMocap and FIMU are similar (19.59 ± 7.66 N and 19.36 ± 7.86 N, respectively; intraclass correlation coefficient = 0.966), and their waveforms are similar (coefficient of multiple correlation = 0.99). These results indicate that the IMU can estimate the same level of propulsive force as an underwater motion-capture system.
推进力是游泳表现的决定因素。已经提出了几种方法来估计人类游泳的推进力;然而,它们在教练中的实际应用受到限制。在此,我们提出了一种使用惯性测量单元(IMU)和压力传感器估计游泳者手部产生的推进力的新方法。在实验 1 中,我们使用手模型来研究在几个流速和水流方向下,在手模型上安装 IMU 对手模型周围的压力的影响。在实验 2 中,我们通过水下运动捕捉系统和压力传感器(FMocap)比较使用 IMU 和压力传感器(FIMU)估计的推进力。五名游泳者的手上都贴有标记、压力传感器和 IMU,在九种不同的游泳速度下,他们分别进行了两次 25 米的自由泳。结果表明,安装在手部的 IMU 会影响合力;然而,IMU 的影响随水流方向而变化。FMocap 和 FIMU 的平均值相似(分别为 19.59 ± 7.66 N 和 19.36 ± 7.86 N;组内相关系数=0.966),它们的波形也相似(多重相关系数=0.99)。这些结果表明,IMU 可以估计与水下运动捕捉系统相同水平的推进力。