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Force-Time Waveform Shape Reveals Countermovement Jump Strategies of Collegiate Athletes

机译:力度波形形状揭示了大学运动员的对策

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摘要

The purpose of this study was to relate the shape of countermovement jump (CMJ) vertical ground reaction force waveforms to discrete parameters and determine if waveform shape could enhance CMJ analysis. Vertical ground reaction forces during CMJs were collected for 394 male and female collegiate athletes competing at the National Collegiate Athletic Association (NCAA) Division 1 and National Association of Intercollegiate Athletics (NAIA) levels. Jump parameters were calculated for each athlete and principal component analysis (PCA) was performed on normalized force-time waveforms consisting of the eccentric braking and concentric phases. A K-means clustering of PCA scores placed athletes into three groups based on their waveform shape. The overall average waveforms of all athletes in each cluster produced three distinct vertical ground reaction force waveform patterns. There were significant differences across clusters for all calculated jump parameters. Athletes with a rounded single hump shape jumped highest and quickest. Athletes with a plateau at the transition between the eccentric braking and concentric phase (amortization) followed by a peak in force near the end of the concentric phase had the lowest jump height and slowest jump time. Analysis of force-time waveform shape can identify differences in CMJ strategies in collegiate athletes.
机译:本研究的目的是将对策跳跃(CMJ)垂直地反作用力波形的形状与离散参数相关,并确定波形形状是否可以增强CMJ分析。 CMJS期间的垂直地面反作用力被收集394名男性和女性大学运动员在全国大学运动会(NCAA)师1和国家际联想协会(NAIA)水平。针对每个运动员和主成分分析(PCA)计算跳跃参数,对由偏心制动和同心阶段组成的归一化力 - 时间波形进行。 K-Means PCA集群基于其波形形状将运动员放入三组。每个簇中所有运动员的总体平均波形产生了三个不同的垂直接地反作用力波形图案。对于所有计算的跳跃参数,跨集群存在显着差异。圆形单驼峰形状的运动员最高,最快。在偏心制动和同心相位(摊销)之间的过渡处具有高原的运动员,然后在同心相结束附近有效的峰值具有最低的跳跃高度和最慢的跳跃时间。力时波形形状分析可以识别高校运动员CMJ策略的差异。

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