| Presentation | 2014-05-30 Optimization of Adaptive Filter Parameters in PPG-Based Motion Artifact Cancellation for Heart Rate Sensing Takunori SHIMAZAKI, Shinsuke HARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Photoplethysmography (PPG)-based heart rate (HR) sensing during exercise is essential not only for early detecting hazardous health condition but also for controlling training menu effectively according to athlete's physical condition. However, it is difficult to sense HR especially during vigorous exercise, because the PPG signal is contaminated with motion artifact noise. In our previous work, by using a PPG sensor and a motion artifact sensor, by means of an adaptive signal processing algorithm, we successfully canceled the motion artifact out of the PPG signal. To improve the accuracy of the PPG-based HR sensing, it is important to examine the location relationship between the PPG sensor and the motion artifact sensor. In this paper, for fast walking, running and jumping, we try to optimize the distance and heights of the sensors to be able to more accurately sense the heart rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | photoplethysmography / heart rate sensing / motion artifact / cancellation / Adaptive Filter |
| Paper # | RCC2014-14,MICT2014-14 |
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| Conference Information | |
| Committee | RCC |
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| Conference Date | 2014/5/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Reliable Communication and Control (RCC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimization of Adaptive Filter Parameters in PPG-Based Motion Artifact Cancellation for Heart Rate Sensing |
| Sub Title (in English) | |
| Keyword(1) | photoplethysmography |
| Keyword(2) | heart rate sensing |
| Keyword(3) | motion artifact |
| Keyword(4) | cancellation |
| Keyword(5) | Adaptive Filter |
| 1st Author's Name | Takunori SHIMAZAKI |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka City University() |
| 2nd Author's Name | Shinsuke HARA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka City University |
| Date | 2014-05-30 |
| Paper # | RCC2014-14,MICT2014-14 |
| Volume (vol) | vol.114 |
| Number (no) | 60 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |