标题:Interactive Application of Location Tracking And Activitity Recognition Based AHRS in Intelligent Space
作者:Tian, Guohui; Zhang, Qingbin; Lu, Fei
通讯作者:Tian, GH
作者机构:[Tian, Guohui; Zhang, Qingbin; Lu, Fei] Shandong Univ, Sch Control Sci & Engn, Jinan 250100, Peoples R China.
会议名称:IEEE 11th International Conference on Networking, Sensing and Control (ICNSC)
会议日期:APR 07-09, 2014
来源:2014 IEEE 11TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC)
出版年:2014
页码:554-558
关键词:Activitity Recognition; Location Tracking; GMM Algorithm; H-M; interaction; AHRS Module
摘要:This paper presents an application that combine the human location information and human activity in the intelligent space. Two AHRS modules have been utilized for getting the human information. On one hand, the AHRS module on the waist has been used for location tracking indoor accurately. On the other hand, the AHRS module of the arm based on the GMM algorithm has to perform activity recognition simultaneously. The proposed method considers the utilization of wearable sensors, AHRS modules, which can provide the human's information in an intelligent environment. In addition, some special activities we defined have been used for amending the human position so that the mutual compensation of position tracking and activity recognition is obtained in the system. In this paper, the daily performance is discussed and the experiments are performed. The experimental results are shown that the accuracy of the system is more than 98% in an comfortable and convenient way.
收录类别:CPCI-S
WOS核心被引频次:1
资源类型:会议论文
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