arXiv:2502.15185physics.med-phcs.AI2025-02

用AI分析中国短道速滑运动员起跑姿势,找出影响起速的关键身体角度。

Key Body Posture Characteristics of Short-distance Speed Skaters at the Start Based on Artificial Intelligence

  • 通过AI视频系统捕捉13名高水平运动员的起跑动作数据。
  • 起跑准备阶段步长、后蹬角越大,起速越快;躯干角度越小,起速越慢。
  • 起跑与冲刺阶段冰面接触角和推进角越小,动作越有效,适合教练优化技术。

目的:对我国男性短距离速度滑冰运动员起跑技术进行生物力学分析,确定影响起跑动作效果的关键因素。方法:选取13名高水平男性短距离速度滑冰运动员为测试对象,利用人工智能视频捕捉与分析系统采集运动学数据,分析起跑准备、起跑及冲刺三个阶段的身体姿态特征及其对起跑表现的影响。结果:在起跑准备阶段,步长、前腿前膝角、后腿后膝角和后蹬角与起跑速度呈中到高度正相关;躯干角与起跑速度呈高度负相关。在起跑及冲刺阶段,躯干角(TO4, TD4, TO6, TD6)、髋角(TO1, TO4, TO6)和膝角(TD1)与起跑效果呈中到高度负相关;膝角(TD2)、冰面接触角(TD2, TD4, TD5, TD6)和推进角(TO1, TO4, TO7)则呈中等正相关。结论:步长、左膝角和后蹬角是影响起跑速度的关键因素;后蹬角越大、左膝角越大、步长越长,起跑速度越快。在起跑与冲刺阶段,冰面接触角和推进角越小,躯干角和髋角变化越大,起跑动作越有效。

原文摘要 · Abstract (English)

Objective To conduct biomechanical analysis on the starting technique of male short-distance speed skating athletes in China and determine the key factors affecting the effectiveness of the starting movement. Methods 13 high-level male short-distance speed skating athletes were selected as the test subjects, and kinematic data were collected using an artificial intelligence video capture and analysis system. The body posture features and their effects on the starting movement performance were analyzed in the three stages of starting preparation, starting, and sprinting. Results The post-stability angle, anterior knee angle of the front leg, posterior knee angle of the rear leg, and stride length showed moderate to high positive correlations with the starting speed during the starting preparation stage. The trunk angle showed a high negative correlation with the starting speed. The trunk angle (TO4, TD4, TO6, TD6), hip angle (TO1, TO4, TO6), and knee angle (TD1) showed moderate to high negative correlations with the effectiveness of the starting movement during the starting and sprinting stages. The knee angle (TD2), ice-contact angle (TD2, TD4, TD5, TD6), and propulsion angle (TO1, TO4, TO7) showed moderate positive correlations with the effectiveness of the starting movement. Conclusion Stride length, left knee angle, and post-stability angle are the key factors affecting the starting speed. The larger the post-stability angle and left knee angle and the longer the stride length, the faster the starting speed. During the starting and sprinting stages, the smaller the ice-contact angle and propulsion angle, the greater the trunk angle and hip angle changes, the more effective the starting movement.

速滑技术人工智能生物力学运动分析

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