使用RFID标签和触觉反馈的接触性运动中的碰撞预测和预防
Collision Prediction and Prevention in Contact Sports Using RFID tags and Haptic Feedback
摘要：
美式橄榄球是一项主要的接触性伤害运动，如颈椎损伤，其中一些是由于不可预见的打击。使用反馈机制来警告运动员潜在的撞击可以通过允许运动员有效地支撑否则不可预见的冲击来减轻运动相关的脑震荡和灾难性损伤的风险。在这个项目中，我们使用射频识别（RFID）技术创建了一个接近传感器系统，在潜在的影响之前向佩戴者发送触觉反馈。我们的试点测试由三名参与者组成，他们戴着我们的新型传感器系统，跑模拟路线来代表玩家与玩家的接触。此外，我们使用了来自网络直播足球（NFL）联赛的模拟数据来进一步验证我们的接触预测算法。结果表明，我们的方法可以预测球员的碰撞小于14%的误报。
英文摘要：
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.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
