Xiao Yan, Zhong Jinghui, Gao Yang, Zhang Kebao
Institute of Physical Education and Training, Capital University of Physical Education and Sports, Beijing 100191, China.
School of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing 100191, China.
Sensors (Basel). 2025 Aug 19;25(16):5152. doi: 10.3390/s25165152.
To quantify real-time hand-foot coupling in tennis and test whether the coupling pattern differs by playing standard.
Fifteen nationally certified second-level male athletes and fifteen recreational beginners performed multi-directional swings, alternating forehand-backhand groundstrokes and serve-and-volley sequences while tri-axial ankle acceleration and racket-grip force were synchronously recorded in wearable inertial measurement units (IMUs). Grip metrics (mean force, peak force, force duration) and acceleration magnitudes were analysed with MANOVA and Hedges' g effect sizes, followed by the Benjamini-Hochberg correction (α = 0.025).
Across tasks, athletes showed higher mean ankle acceleration (standardised mean difference, Hedges' g) but 45% lower mean grip force (Hedges' g = -1.28; both < 0.01). The association between acceleration and grip metrics was moderate-to-strong and negative in athletes (r = -0.62 with mean grip force; r = -0.69 with force duration), whereas beginners exhibited moderate-to-strong positive correlations (r = 0.48-0.73).
We quantified hand-foot coordination in tennis by synchronising tri-axial ankle acceleration with calibrated racket-grip force across three match-realistic tasks. Relative to beginners, athletes demonstrated an inverse coupling between ankle acceleration and grip-force metrics, whereas beginners showed a direct coupling, consistent with our purpose of quantifying coordination via synchronised wearable sensors.
量化网球运动中实时的手足耦合,并测试耦合模式是否因打球水平而异。
15名国家认证的二级男性运动员和15名业余初学者进行多方向挥拍,交替进行正手-反手击球和发球上网序列,同时在可穿戴惯性测量单元(IMU)中同步记录三轴脚踝加速度和球拍握力。使用多变量方差分析(MANOVA)和赫奇斯g效应量分析握力指标(平均力、峰值力、力持续时间)和加速度大小,随后进行本雅明尼-霍赫贝格校正(α = 0.025)。
在所有任务中,运动员的平均脚踝加速度更高(标准化平均差,赫奇斯g),但平均握力低45%(赫奇斯g = -1.28;两者均<0.01)。运动员中加速度与握力指标之间的关联为中度至强且呈负相关(与平均握力的r = -0.62;与力持续时间的r = -0.69),而初学者表现出中度至强的正相关(r = 0.48 - 0.73)。
我们通过在三项模拟比赛任务中同步三轴脚踝加速度与校准后的球拍握力,量化了网球运动中的手足协调。相对于初学者,运动员在脚踝加速度和握力指标之间表现出反向耦合,而初学者表现出正向耦合,这与我们通过同步可穿戴传感器量化协调性的目的一致。