Adaptive reconstruction of human motion on wireless body sensor networks

Shih Yeh Chen, Wei Tsong Lee, Han Chieh Chao, Yueh Min Huang, Chin Feng Lai

研究成果: Conference contribution

6 引文 斯高帕斯(Scopus)

摘要

In wireless body sensor networks, sensors may be installed on various body limbs to wirelessly collect body information for homecare services. The orientations and accelerations on each limb are different for various motion states. For example, each limb has different acceleration when walking versus running, and orientation when standing versus lying. According to the above information, the body motion state may be decided. Furthermore, each person has unique body characteristics such as height, foot pitch, and motion habit to effect the body reconstruction. Therefore, it is a challenging issue how to present human motions through 3D skeleton system simulation, and achieve an adaptive reconstruction of human motion on wireless body sensor networks according to the different body characteristics of each person. In this study, we proposed a novel scheme to utilize multiple triple axis accelerometer and gyroscopes to measure limb accelerations, then calculated the locations of limbs and try to employ kinematic theory to reconstruct human body skeleton, called 3D Adaptive human Motion Reconstruction (AMR). And we applied Body Correction Algorithm (BCA) to correct human body characteristics and filtered the error of transmission noise. This system was tested and validated with success.

原文English
主出版物標題2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011
DOIs
出版狀態Published - 2011 十二月 1
事件2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011 - Nanjing, China
持續時間: 2011 十一月 92011 十一月 11

出版系列

名字2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011

Other

Other2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011
國家China
城市Nanjing
期間11-11-0911-11-11

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Signal Processing

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  • 引用此

    Chen, S. Y., Lee, W. T., Chao, H. C., Huang, Y. M., & Lai, C. F. (2011). Adaptive reconstruction of human motion on wireless body sensor networks. 於 2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011 [6096954] (2011 International Conference on Wireless Communications and Signal Processing, WCSP 2011). https://doi.org/10.1109/WCSP.2011.6096954