Estimation of Personal Optimum Exercise Strength and Proposal of Exercise Method for Emotional Fitness Practice
| Project/Area Number |
25330332
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Kansei informatics
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| Research Institution | Ritsumeikan University |
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Principal Investigator |
Kamei Katsuari 立命館大学, 情報理工学部, 教授 (20161234)
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| Project Period (FY) |
2013-04-01 – 2016-03-31
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| Project Status |
Completed (Fiscal Year 2015)
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| Budget Amount *help |
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
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| Keywords | ストレス低減 / ジョギング / 最適運動強度 / 心拍数制御 / リズム走行 / 心拍数 / ファジィ制御 / Arduino / 無酸素性作業閾値 / コルチゾール濃度 / 二次元気分尺度 / Anaerobic Threshold / ニューラルネットワーク / 推定モデル |
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| Outline of Final Research Achievements |
A personal AT (Anaerobic Threshold) cloud be estimated in correlation coefficient 0.92 using only 0, 4 and 8 [km/h] runnings by neural networks. It was found that the cortisol density that was a stress index was minimized in 97.0% of AT by running experiments in 80%, 100%, 120% of AT. And it was also found that Two Dimension Mood Scale that was a psychological arousal index was maximized in 89.8% of AT by the same running experiments.
A real time heart beat rate control system by running to rhythm was designed and its prototype was made. The target heart beat rate for Emotional Fitness was set in 97% of AT and then outdoor running experiments were conducted wearing the prototype controller for two runners. It was confirmed that the errors between the target and average heart beat rates for 10 minutes were 0.6% and 3.6% for two runners, respectively.
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Report
(4 results)
Research Products
(7 results)
