| Presentation | 2010-03-16 Exercise Stress Estimation in Unconstrained Measurement Environment Daisuke OKUYA, Kurato MAENO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In activity recognition with acceleration sensors, it is also important to recognize the pace or exercise stress of the action in addition to recognizing the type of the action. To measure a musclar stress, there are techniques measuring a electric potential and microvibration of muscle. They are unsuitable for the stress estimate in the activity recognition because the movement of an examinee are limited to the measurement environment. In this paper, we acquired acceleration elements including microvibration of muscle using an acceleration sensor. It is used for general activety recognition usage and does not restrain the body to the measurement environment. Then we extracted the feature quantities that depend on the exercise stress. And we found that the recognition rates by machine learning that uses extracted feature amount for input is higher than that uses mean power frequency of acceleration. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | activity recognition / exercise stress estimation / accelerometer |
| Paper # | PRMU2009-293,HIP2009-178 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2010/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Exercise Stress Estimation in Unconstrained Measurement Environment |
| Sub Title (in English) | |
| Keyword(1) | activity recognition |
| Keyword(2) | exercise stress estimation |
| Keyword(3) | accelerometer |
| 1st Author's Name | Daisuke OKUYA |
| 1st Author's Affiliation | Corporate R&D Center, Oki Electric Industry Co., Ltd.() |
| 2nd Author's Name | Kurato MAENO |
| 2nd Author's Affiliation | Corporate R&D Center, Oki Electric Industry Co., Ltd. |
| Date | 2010-03-16 |
| Paper # | PRMU2009-293,HIP2009-178 |
| Volume (vol) | vol.109 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |