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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：Professor, Head of Lab of Intelligent System
其他任职：大连市工业无线传感器网络工程实验室主任
性别：男
毕业院校：英国杜伦大学
学位：博士
所在单位：控制科学与工程学院
学科：控制理论与控制工程. 模式识别与智能系统. 检测技术与自动化装置
办公地点：海山楼A0624
课题组网址http://lis.dlut.edu.cn/
联系方式：0411-84709010 wangzl@dlut.edu.cn
电子邮箱：wangzl@dlut.edu.cn
Swimming Motion Analysis and Posture Recognition Based on Wearable Inertial Sensors
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论文类型：会议论文
发表时间：2019-01-01
收录刊物：EI、CPCI-S
卷号：2019-October
页面范围：3371-3376
关键字：Swimming; inertial sensors; body sensor network; motion capture; posture recognition
摘要：Swimming is a worldwide popular sports whose performance is highly correlated to the posture.To analyze and recognize the posture in swimming, a monitoring system (SwimSense) for human swimming training based on wearable inertial sensors is established. In this paper, one inertial sensor node is arranged on the surface of lumbar, and the raw sensor data concerning four swimming styles was collected. Through data fusion method and statistical analysis, the features of posture and statistical information were extracted. Subsequently, we proposed an action recognition method based on HMM. According to the classification results of different swimming strokes,it can be concluded that our method has high recognition accuracy and certain reference values, which can be used in swimming training in the future.