WIMU PROTM装置在沙滩排球跳远检测中的验证——基于正式比赛中的性别分析。

IF 2.8 3区 医学 Q2 SPORT SCIENCES
Journal of Human Kinetics Pub Date : 2025-05-29 eCollection Date: 2025-07-01 DOI:10.5114/jhk/196549
Joaquín Martín Marzano-Felisatti, José Pino-Ortega, Antonio García-de-Alcaraz, Javier Portillo, José Francisco Guzmán-Luján, Jose Ignacio Priego-Quesada
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引用次数: 0

摘要

在沙滩排球等运动中,起跳监测已成为训练负荷管理和损伤预防的重要手段。本研究旨在评估WIMU PROTM装置在沙滩排球跳检测中的有效性,并初步确定性别、运动员的个性或与跳相关的技术动作是否会影响数据的准确性。采用高清摄像机和WIMU PROTM设备对11名沙滩排球运动员(女6名,男5名)42场一盘正式比赛进行了记录。将仪器记录的跳跃次数与观测分析进行比较。仪器的灵敏度是根据性别、球员个性和跳跃类型的真阳性和假阳性/阴性来计算的。WIMU PROTM装置具有很高的灵敏度(96.29%),性别差异(男性= 97.20%,女性= 94.56%)较低,女性(91.06% ~ 98.08%)高于男性(95.02% ~ 98.40%)。对于跳跃类型,分类为“其他”(99.10%)的动作灵敏度最高,其次是“拦网”(97.25%)、“扣球”(95.75%)和“发球”(94.69%)。WIMU PROTM是一种有效的沙滩排球跳位自动检测装置。根据性别、玩家个性和跳跃类型所观察到的变化突出了特定情境的个性化算法调整的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Validation of the WIMU PRO<sup>TM</sup> Device for Jump Detection in Beach Volleyball: A Gender-Based Analysis during Official Competitions.

Validation of the WIMU PRO<sup>TM</sup> Device for Jump Detection in Beach Volleyball: A Gender-Based Analysis during Official Competitions.

Validation of the WIMU PROTM Device for Jump Detection in Beach Volleyball: A Gender-Based Analysis during Official Competitions.

Jump monitoring has become an essential procedure for training load management and injury prevention in many sports, such as beach volleyball. This study aimed to assess the validity of WIMU PROTM devices for jump detection in beach volleyball and to determine, in a preliminary way, whether gender, the player's individuality or the technical action associated with the jump could influence data accuracy. Eleven beach volleyball players (6 female and 5 male) were recorded with high-definition cameras and the WIMU PROTM device during 42 one-set official matches. The number of jumps recorded by the device was compared with the observational analysis. The instrument's sensitivity was calculated based on true positives and false positives/negatives in terms of gender, player individuality, and the type of the jump. The WIMU PROTM device presented great sensitivity (96.29%), with a lower gender difference (male = 97.20%, female = 94.56%) and higher inter-player variability in females (91.06%-98.08%) than males (95.02%-98.40%). Regarding the type of the jump, actions classified as "Others" (99.10 %) obtained the greatest sensitivity, followed by "Block" (97.25 %), "Spike" (95.75 %) and "Serve" (94.69 %). The WIMU PROTM is a valid device for automatic jump detection in beach volleyball. The variations observed in terms of gender, players' individuality, and the type of the jump highlight the importance of a context-specific individualized algorithm adjustment.

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来源期刊
Journal of Human Kinetics
Journal of Human Kinetics 医学-运动科学
CiteScore
4.80
自引率
0.00%
发文量
83
审稿时长
3 months
期刊介绍: The Journal of Human Kinetics is an open access interdisciplinary periodical offering the latest research in the science of human movement studies. This comprehensive professional journal features articles and research notes encompassing such topic areas as: Kinesiology, Exercise Physiology and Nutrition, Sports Training and Behavioural Sciences in Sport, but especially considering elite and competitive aspects of sport. The journal publishes original papers, invited reviews, short communications and letters to the Editors. Manuscripts submitted to the journal must contain novel data on theoretical or experimental research or on practical applications in the field of sport sciences. The Journal of Human Kinetics is published in March, June, September and December. We encourage scientists from around the world to submit their papers to our periodical.
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