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高水平游泳运动员中加速度计与视频衍生的中风参数对比

Accelerometery vs. video-derived stroke parameters in high-level swimmers.

作者信息

Musson C, Kramer M

机构信息

Human Movement Science Department, Nelson Mandela University, Gqeberha, South Africa.

Physical Activity, Sport and Recreation (PhaSRec) Unit, Human Movement Sciences Department, North-West University, Potchefstroom, South Africa.

出版信息

S Afr J Sports Med. 2021 Apr 21;33(1):v33i1a9483. doi: 10.17159/2078-516X/2021/v33i1a9483. eCollection 2021.

DOI:10.17159/2078-516X/2021/v33i1a9483
PMID:36816892
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9924570/
Abstract

BACKGROUND

Swimming is a multifaceted sport with nuanced performance parameters that tend to vary according to the swimmer's stroke style. The extraction and analyses of swim parameters, such as lap time (LT), stroke length (SL), stroke rate (SR) and velocity are time-consuming. This may be eased and to some extent automated by the use of cost-effective tri-axial accelerometers.

OBJECTIVES

To determine the validity of tri-axial accelerometers across all four stroke styles, and to investigate kinematic differences in stroke styles using accelerometer-based data.

METHODS

Twelve elite swimmers were recruited for the study. The group consisted of five male (age: 22.2 ± 2.6 years; height: 1.84 ± 0.08 m; weight: 76.2 ± 3.6 kg) and seven female (age: 20.7 ± 2.1 years; height: 1.68 ± 0.08 cm; weight: 62.0 ± 6.3 kg) swimmers.

RESULTS

There was a small but significant bias for accelerometery data compared to video data across most parameters and stroke styles except for stroke length and stroke count (p > 0.05). However, accelerometery-derived SR, SL and velocity can be considered practically useful based on the training requirements of coaches. Parameters derived from video analysis compared to accelerometery were highly correlated (r > 0.91) and therefore consistent regardless of the method of analysis.

CONCLUSION

Although slight differences were present between the video and accelerometer data, these differences were not practically meaningful.

摘要

背景

游泳是一项具有多方面特点的运动,其性能参数细微且往往因游泳者的划水方式而异。提取和分析游泳参数,如单圈时间(LT)、划水长度(SL)、划水频率(SR)和速度,非常耗时。使用经济高效的三轴加速度计可能会简化这一过程,并在一定程度上实现自动化。

目的

确定三轴加速度计在所有四种划水方式中的有效性,并利用基于加速度计的数据研究划水方式的运动学差异。

方法

招募了12名精英游泳运动员参与该研究。该组包括5名男性(年龄:22.2±2.6岁;身高:1.84±0.08米;体重:76.2±3.6千克)和7名女性(年龄:20.7±2.1岁;身高:1.68±0.08厘米;体重:62.0±6.3千克)游泳运动员。

结果

除划水长度和划水次数外,在大多数参数和划水方式中,与视频数据相比,加速度计数据存在微小但显著的偏差(p>0.05)。然而,根据教练的训练要求,基于加速度计得出的SR、SL和速度在实际中可被视为有用。与加速度计相比,视频分析得出的参数高度相关(r>0.91),因此无论分析方法如何,结果都是一致的。

结论

尽管视频数据和加速度计数据之间存在细微差异,但这些差异在实际中并无意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/24ad7fec6c7e/2078-516X-33-v33i1a9483-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/fc37a2a9f9c7/2078-516X-33-v33i1a9483-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/97919cc3f34f/2078-516X-33-v33i1a9483-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/24ad7fec6c7e/2078-516X-33-v33i1a9483-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/fc37a2a9f9c7/2078-516X-33-v33i1a9483-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/97919cc3f34f/2078-516X-33-v33i1a9483-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1645/9924570/24ad7fec6c7e/2078-516X-33-v33i1a9483-g003.jpg

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本文引用的文献

1
Using Tri-Axial Accelerometry in Daily Elite Swim Training Practice.在日常精英游泳训练实践中使用三轴加速度计。
Sensors (Basel). 2017 Apr 29;17(5):990. doi: 10.3390/s17050990.
2
Evaluation of the Finis Swimsense® and the Garmin Swim™ activity monitors for swimming performance and stroke kinematics analysis.评估Finis Swimsense®和佳明游泳™活动监测器在游泳表现和划水运动学分析方面的作用。
PLoS One. 2017 Feb 8;12(2):e0170902. doi: 10.1371/journal.pone.0170902. eCollection 2017.
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Inertial Sensor Technology for Elite Swimming Performance Analysis: A Systematic Review.
用于精英游泳表现分析的惯性传感器技术:一项系统综述。
Sensors (Basel). 2015 Dec 25;16(1):18. doi: 10.3390/s16010018.
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Measuring kinematic variables in front crawl swimming using accelerometers: a validation study.使用加速度计测量自由泳中的运动学变量:一项验证研究。
Sensors (Basel). 2015 May 14;15(5):11363-86. doi: 10.3390/s150511363.
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Interplay of biomechanical, energetic, coordinative, and muscular factors in a 200 m front crawl swim.200 米自由泳中生物力学、能量学、协调性和肌肉因素的相互作用。
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