基于加速度传感器的人体运动行为识别研究

Recognition based on the behavior of human motion accelerationsensor

基于单个加速度传感器的人体运动行为识别进行研究,文中分析了人体运动监测系统组成及人体动作识别中的加速度数据采集、数据预处理、特征提取、基于SVM的分类识别过程,最后对文中的识别机制进行验证,结果表明:该识别方法的准确度较高。

In this paper,It research on identification of human movement behavior of individual based on a single acceleration sensor,analyzing human motion monitoring system components and the human action recognition process of the acceleration of data acquisition,data preprocessing,feature extraction,SVM-based classification,the last It verify the text recognition mechanism,the results showed that:the identification method is more high accuracy.