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用于沙滩排球跳跃检测的WIMU PRO设备的验证:官方比赛期间基于性别的分析

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

作者信息

Marzano-Felisatti Joaquín Martín, Pino-Ortega José, García-de-Alcaraz Antonio, Portillo Javier, Guzmán-Luján José Francisco, Priego-Quesada Jose Ignacio

机构信息

Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Faculty of Physical Activity and Sport Sciences, Universitat de València, Valencia, Spain.

Research Group in Sports Technique and Tactics (GITTE), Department of Physical Education and Sports, Faculty of Physical Activity and Sport Sciences, Universitat de València, Valencia, Spain.

出版信息

J Hum Kinet. 2025 May 29;98:183-193. doi: 10.5114/jhk/196549. eCollection 2025 Jul.

Abstract

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 PRO 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 PRO 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 PRO 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 PRO 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.

摘要

在许多运动项目中,如沙滩排球,跳跃监测已成为训练负荷管理和预防损伤的重要程序。本研究旨在评估WIMU PRO设备在沙滩排球中用于跳跃检测的有效性,并初步确定性别、运动员个体差异或与跳跃相关的技术动作是否会影响数据准确性。在42场一局制的正式比赛中,使用高清摄像机和WIMU PRO设备对11名沙滩排球运动员(6名女性和5名男性)进行了记录。将该设备记录的跳跃次数与观察分析结果进行比较。根据性别、运动员个体差异和跳跃类型的真阳性以及假阳性/阴性计算该仪器的灵敏度。WIMU PRO设备具有很高的灵敏度(96.29%),性别差异较小(男性=97.20%,女性=94.56%),女性运动员之间的变异性(91.06%-98.08%)高于男性(95.02%-98.40%)。关于跳跃类型,归类为“其他”的动作(99.10%)灵敏度最高,其次是“拦网”(97.25%)、“扣球”(95.75%)和“发球”(94.69%)。WIMU PRO是一种用于沙滩排球自动跳跃检测的有效设备。在性别、运动员个体差异和跳跃类型方面观察到的变化突出了针对具体情况进行个性化算法调整的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1ce2/12360934/cf1f6eaf1287/JHK-98-196549-g001.jpg

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