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METHOD AND SYSTEM UTILIZING PATTERN RECOGNITION FOR DETECTING ATYPICAL MOVEMENTS DURING PHYSICAL ACTIVITY

机译:利用模式识别的方法和系统来检测体育活动中的非典型运动

摘要

Methods, systems and devices are provided for utilizing user movement data obtained from one or more wearable sensors during physical activity to compare individualized changes overtime, for example typical versus atypical movement patterns, with subgroup analyses for assessing changes between other users in order to develop an assessment of movement for, for example, tracking injury risk, performance, and/or rehabilitation. The movement information may comprise multi-sensor, high dimensional datasets. Techniques are provided for integrating human movement data from one or more wearable sensor with one or more additional data sources to define an individualized movement profile of a user's movements. The user or another individual may be notified when the user's movements deviate from this individualized movement profile.
机译:提供了用于利用在体育活动期间从一个或多个可穿戴传感器获得的用户运动数据的方法,系统和设备,以将随时间变化的个性化变化(例如典型运动模式和非典型运动模式)与亚组分析进行比较,以评估其他用户之间的变化,从而开发出一种评估运动,例如跟踪受伤风险,表现和/或康复。运动信息可以包括多传感器,高维数据集。提供了用于将来自一个或多个可穿戴传感器的人类运动数据与一个或多个附加数据源集成在一起的技术,以定义用户运动的个性化运动概况。当用户的运动偏离该个性化运动概况时,可以通知用户或另一个人。

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