Development of a motion analysis system using acceleration sensors for tennis and its evaluations |
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Authors: | Kenichirou Fuji Hiroki Tamura Takaya Maeda Koichi Tanno |
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Affiliation: | (1) Graduate Programs of Biomedical Engineering, Yonsei University, 262 Seongsanno, Seodaemoon-Ku, Seoul, 120-749, Korea |
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Abstract: | The term biological motion is often used by researchers studying the patterns of movement generated by living forms and in
sports. We studied a pattern recognition system of motion in sport using biological motion data. Biological motion data are
acquired using a 3D motion capture system. However, 3D motion capture systems are very expensive. In this article, a biological
motion capture system was built using acceleration sensors. Our proposed system uses the technique of Gaussian fitting and
regression analysis. We tested our proposed system in pattern recognition of outdoor tennis and its evaluations. |
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