Collision Prediction and Prevention in Contact Sports Using RFID Tags and Haptic Feedback

被引:2
作者
Mostafavi, Moeen [1 ]
Nikseresht, Fateme [1 ]
Resch, Jacob Earl [2 ]
Barnes, Laura [1 ]
Boukhechba, Mehdi [1 ]
机构
[1] Univ Virginia, Dept Engn Syst & Environm, Charlottesville, VA 22904 USA
[2] Univ Virginia, Dept Kinesiol, Charlottesville, VA USA
来源
ADVANCES IN USABILITY, USER EXPERIENCE, WEARABLE AND ASSISTIVE TECHNOLOGY, AHFE 2021 | 2021年 / 275卷
关键词
Football injuries; Haptic feedback; Collision prediction; Contact sports; SEX-DIFFERENCES; IMPACT; FOOTBALL;
D O I
10.1007/978-3-030-80091-8_47
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
American football is a leading sport for contact-related injuries such as cervical spine injuries, some of which result from an unforeseen hit. The use of a feedback mechanism to alert an athlete of a potential hit may mitigate the risk for sport-related concussion and catastrophic injury by allowing athletes to effectively brace for an otherwise unforeseen impact. In this project, we created a proximity sensor system using radio frequency identification (RFID) technology to send haptic feedback to the wearer before a potential impact. Our pilot test consisted of three participants who wore our novel sensor system, who ran simulated routes to represent player-to-player contact. Additionally, we used simulated data from a Network Live Football (NFL) league game to further validate our contact prediction algorithm. Results show that our method can predict players' collisions with less than 14% false-alarms.
引用
收藏
页码:400 / 406
页数:7
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