Monitoring daily fitness activity using accelerometer sensor fusion
The advancement of sensing technology offers a platform to monitor our daily fitness activity in real time environment situations. The introducing of the wearable sensing device provides an opportunity to monitor and analyze the amount of daily fitness activity conducted. An accelerometer sensor emb...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/64754/ http://psasir.upm.edu.my/id/eprint/64754/1/Monitoring%20daily%20fitness%20activity%20using%20accelerometer%20sensor%20fusion.pdf |
| _version_ | 1848855089880498176 |
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| author | Zainudin, Muhammad Noorazlan Shah Sulaiman, Md. Nasir Mustapha, Norwati Perumal, Thinagaran |
| author_facet | Zainudin, Muhammad Noorazlan Shah Sulaiman, Md. Nasir Mustapha, Norwati Perumal, Thinagaran |
| author_sort | Zainudin, Muhammad Noorazlan Shah |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The advancement of sensing technology offers a platform to monitor our daily fitness activity in real time environment situations. The introducing of the wearable sensing device provides an opportunity to monitor and analyze the amount of daily fitness activity conducted. An accelerometer sensor embedded in the wearable device is used to sense the activity vibration. However, recognition performance is significantly correlated with the sensor placement. Hence, the sense from various sensor placements is fused to enhance the recognition performance. In this paper, physical activity monitoring is proposed by integrating the acceleration signal from various sensor placements. The amount of fitness activity could be monitored and analyzed by extending the internet connection linked with the wearable device. Thus, this system could extensively deploy for everyone who are looking for having a better lifestyle. |
| first_indexed | 2025-11-15T11:20:13Z |
| format | Conference or Workshop Item |
| id | upm-64754 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:20:13Z |
| publishDate | 2017 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-647542018-08-14T07:09:51Z http://psasir.upm.edu.my/id/eprint/64754/ Monitoring daily fitness activity using accelerometer sensor fusion Zainudin, Muhammad Noorazlan Shah Sulaiman, Md. Nasir Mustapha, Norwati Perumal, Thinagaran The advancement of sensing technology offers a platform to monitor our daily fitness activity in real time environment situations. The introducing of the wearable sensing device provides an opportunity to monitor and analyze the amount of daily fitness activity conducted. An accelerometer sensor embedded in the wearable device is used to sense the activity vibration. However, recognition performance is significantly correlated with the sensor placement. Hence, the sense from various sensor placements is fused to enhance the recognition performance. In this paper, physical activity monitoring is proposed by integrating the acceleration signal from various sensor placements. The amount of fitness activity could be monitored and analyzed by extending the internet connection linked with the wearable device. Thus, this system could extensively deploy for everyone who are looking for having a better lifestyle. IEEE 2017 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/64754/1/Monitoring%20daily%20fitness%20activity%20using%20accelerometer%20sensor%20fusion.pdf Zainudin, Muhammad Noorazlan Shah and Sulaiman, Md. Nasir and Mustapha, Norwati and Perumal, Thinagaran (2017) Monitoring daily fitness activity using accelerometer sensor fusion. In: 2017 IEEE 21st International Symposium on Electronics (ISCE 2017), 14-15 Nov. 2017, Universiti Putra Malaysia. (pp. 35-36). 10.1109/ISCE.2017.8355540 |
| spellingShingle | Zainudin, Muhammad Noorazlan Shah Sulaiman, Md. Nasir Mustapha, Norwati Perumal, Thinagaran Monitoring daily fitness activity using accelerometer sensor fusion |
| title | Monitoring daily fitness activity using accelerometer sensor fusion |
| title_full | Monitoring daily fitness activity using accelerometer sensor fusion |
| title_fullStr | Monitoring daily fitness activity using accelerometer sensor fusion |
| title_full_unstemmed | Monitoring daily fitness activity using accelerometer sensor fusion |
| title_short | Monitoring daily fitness activity using accelerometer sensor fusion |
| title_sort | monitoring daily fitness activity using accelerometer sensor fusion |
| url | http://psasir.upm.edu.my/id/eprint/64754/ http://psasir.upm.edu.my/id/eprint/64754/ http://psasir.upm.edu.my/id/eprint/64754/1/Monitoring%20daily%20fitness%20activity%20using%20accelerometer%20sensor%20fusion.pdf |