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使用足部惯性测量单元对户外敏捷性训练的表现进行量化。

Quantifying performance on an outdoor agility drill using foot-mounted inertial measurement units.

作者信息

Zaferiou Antonia M, Ojeda Lauro, Cain Stephen M, Vitali Rachel V, Davidson Steven P, Stirling Leia, Perkins Noel C

机构信息

Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, United States of America.

Department of Orthopedic Surgery, Rush University Medical Center, Chicago, Illinois, United States of America.

出版信息

PLoS One. 2017 Nov 16;12(11):e0188184. doi: 10.1371/journal.pone.0188184. eCollection 2017.

Abstract

Running agility is required for many sports and other physical tasks that demand rapid changes in body direction. Quantifying agility skill remains a challenge because measuring rapid changes of direction and quantifying agility skill from those measurements are difficult to do in ways that replicate real task/game play situations. The objectives of this study were to define and to measure agility performance for a (five-cone) agility drill used within a military obstacle course using data harvested from two foot-mounted inertial measurement units (IMUs). Thirty-two recreational athletes ran an agility drill while wearing two IMUs secured to the tops of their athletic shoes. The recorded acceleration and angular rates yield estimates of the trajectories, velocities and accelerations of both feet as well as an estimate of the horizontal velocity of the body mass center. Four agility performance metrics were proposed and studied including: 1) agility drill time, 2) horizontal body speed, 3) foot trajectory turning radius, and 4) tangential body acceleration. Additionally, the average horizontal ground reaction during each footfall was estimated. We hypothesized that shorter agility drill performance time would be observed with small turning radii and large tangential acceleration ranges and body speeds. Kruskal-Wallis and mean rank post-hoc statistical analyses revealed that shorter agility drill performance times were observed with smaller turning radii and larger tangential acceleration ranges and body speeds, as hypothesized. Moreover, measurements revealed the strategies that distinguish high versus low performers. Relative to low performers, high performers used sharper turns, larger changes in body speed (larger tangential acceleration ranges), and shorter duration footfalls that generated larger horizontal ground reactions during the turn phases. Overall, this study advances the use of foot-mounted IMUs to quantify agility performance in contextually-relevant settings (e.g., field of play, training facilities, obstacle courses, etc.).

摘要

许多运动和其他体力活动都需要跑步敏捷性,这些活动要求身体方向迅速改变。量化敏捷性技能仍然是一项挑战,因为在模拟真实任务/游戏情境的方式下,测量方向的快速变化以及从这些测量中量化敏捷性技能都很困难。本研究的目的是使用从两个足部惯性测量单元(IMU)收集的数据,定义并测量军事障碍课程中使用的(五锥体)敏捷性训练的敏捷性表现。32名休闲运动员在穿着固定在运动鞋顶部的两个IMU的情况下进行了敏捷性训练。记录的加速度和角速率可得出双脚的轨迹、速度和加速度估计值,以及身体重心水平速度的估计值。提出并研究了四个敏捷性表现指标,包括:1)敏捷性训练时间;2)身体水平速度;3)足部轨迹转弯半径;4)身体切向加速度。此外,还估计了每次着地时的平均水平地面反作用力。我们假设,较小的转弯半径、较大的切向加速度范围和身体速度会使敏捷性训练表现时间更短。Kruskal-Wallis和平均秩次事后统计分析表明,正如假设的那样,较小的转弯半径、较大的切向加速度范围和身体速度会使敏捷性训练表现时间更短。此外,测量结果揭示了区分高水平和低水平表现者的策略。与低水平表现者相比,高水平表现者转弯更急,身体速度变化更大(切向加速度范围更大),着地持续时间更短,在转弯阶段产生更大的水平地面反作用力。总体而言,本研究推进了足部IMU在情境相关环境(如比赛场地、训练设施、障碍课程等)中量化敏捷性表现的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d4f/5690624/1dc3c5e4a0fd/pone.0188184.g001.jpg

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