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Human activity recognition based on triaxial accelerometer
Zhang L(张莉); Liu TC(刘天赐); Zhu SJ(朱思俊); Zhu, Zhiliang
作者部门装备制造技术研究室
会议名称2012 7th International Conference on Computing and Convergence Technology (ICCIT, ICEI and ICACT), ICCCT 2012
会议日期December 3-5, 2012
会议地点Seoul, Korea
会议录名称Proceedings - 2012 7th International Conference on Computing and Convergence Technology (ICCIT, ICEI and ICACT), ICCCT 2012
出版者IEEE Computer Society
出版地Washington, DC, USA
2012
页码261-266
收录类别EI ; CPCI(ISTP)
EI收录号20133316602532
WOS记录号WOS:000324412800051
产权排序2
ISBN号978-89-94364-21-6
关键词Activity Recognition Wimu Python Svm
摘要Activity recognition has become one of the most popular research topics. In this paper, efforts on activity recognition based on the WIMU (Wireless Inertial Measurement Unit) sensors are reported. We use triaxial accelerometer to capture the acceleration of the human body and train the models for different activities, and then employ a further application of recognizing the human activities with these models. Different settings of the sensors are compared and the importance of different features is discussed. In addition, also a real-time detection system is designed and realized, which can be used as the real-time recognition of human activities and is of great importance for the application of WIMU in the healthcare for the elderly.
语种英语
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被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/19979
专题装备制造技术研究室
作者单位1.Software College, Northeastern University, Shenyang, China
2.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
推荐引用方式
GB/T 7714
Zhang L,Liu TC,Zhu SJ,et al. Human activity recognition based on triaxial accelerometer[C]. Washington, DC, USA:IEEE Computer Society,2012:261-266.
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