Design and development of wearable human activity recognition for healthcare monitoring
This research deals with development of a wearable sensoring system for human activity recognition focusing on hand and leg assessments. The research attempts to sufficiently recognize the motion to provide physiotherapist about the patient condition in the remote area. The system is designed by app...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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Springer International Publishing
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28562/ http://umpir.ump.edu.my/id/eprint/28562/1/Design%20and%20development%20of%20wearable%20human%20activity%20recognition%20.pdf |
| _version_ | 1848823085004750848 |
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| author | Hamzah, Ahmad Nurul Syafiqah, Mohd Azmi Nur Aqilah, Othman Mohd Mawardi, Saari Mohd Syakirin, Ramli |
| author_facet | Hamzah, Ahmad Nurul Syafiqah, Mohd Azmi Nur Aqilah, Othman Mohd Mawardi, Saari Mohd Syakirin, Ramli |
| author_sort | Hamzah, Ahmad |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This research deals with development of a wearable sensoring system for human activity recognition focusing on hand and leg assessments. The research attempts to sufficiently recognize the motion to provide physiotherapist about the patient condition in the remote area. The system is designed by applying Arduino as the main controller with the help of accelerometer to identify human movements and then classifying them into soft, medium and hard motions categories. From the research, data acquired from the assessment is then imported into Microsoft Excel by using Guino software to describe the human motions. The accelerometer sensors are placed as follows; the on the right hand for three positions which are on the wrist, on the elbow, and on the shoulder. Meanwhile on right leg for three position which is in tight, calf and ankle. Experimental results show that the proposed system is capable to provide reliable information to both patient and physiotherapist about the motions. The recognition for the activity is based on physiotherapist consultation which provides early descriptions of human various activities using hands and legs. The proposed system can be applied for rehabilitation and monitoring system to realize a home-based smart monitoring and assessment system. |
| first_indexed | 2025-11-15T02:51:31Z |
| format | Conference or Workshop Item |
| id | ump-28562 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:51:31Z |
| publishDate | 2020 |
| publisher | Springer International Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-285622021-02-26T03:11:13Z http://umpir.ump.edu.my/id/eprint/28562/ Design and development of wearable human activity recognition for healthcare monitoring Hamzah, Ahmad Nurul Syafiqah, Mohd Azmi Nur Aqilah, Othman Mohd Mawardi, Saari Mohd Syakirin, Ramli TK Electrical engineering. Electronics Nuclear engineering This research deals with development of a wearable sensoring system for human activity recognition focusing on hand and leg assessments. The research attempts to sufficiently recognize the motion to provide physiotherapist about the patient condition in the remote area. The system is designed by applying Arduino as the main controller with the help of accelerometer to identify human movements and then classifying them into soft, medium and hard motions categories. From the research, data acquired from the assessment is then imported into Microsoft Excel by using Guino software to describe the human motions. The accelerometer sensors are placed as follows; the on the right hand for three positions which are on the wrist, on the elbow, and on the shoulder. Meanwhile on right leg for three position which is in tight, calf and ankle. Experimental results show that the proposed system is capable to provide reliable information to both patient and physiotherapist about the motions. The recognition for the activity is based on physiotherapist consultation which provides early descriptions of human various activities using hands and legs. The proposed system can be applied for rehabilitation and monitoring system to realize a home-based smart monitoring and assessment system. Springer International Publishing 2020-03-24 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/28562/1/Design%20and%20development%20of%20wearable%20human%20activity%20recognition%20.pdf Hamzah, Ahmad and Nurul Syafiqah, Mohd Azmi and Nur Aqilah, Othman and Mohd Mawardi, Saari and Mohd Syakirin, Ramli (2020) Design and development of wearable human activity recognition for healthcare monitoring. In: InECCE2019: Proceedings of the 5th International Conference on Electrical, Control & Computer Engineering , 29th July 2019 , Kuantan, Pahang, Malaysia. pp. 323-332., 632. ISSN 1876-1100 ISBN 9789811523168 (Published) https://doi.org/10.1007/978-981-15-2317-5_27 http://doi.org/10.11591/ijeecs.v19.i2.pp686-692 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Hamzah, Ahmad Nurul Syafiqah, Mohd Azmi Nur Aqilah, Othman Mohd Mawardi, Saari Mohd Syakirin, Ramli Design and development of wearable human activity recognition for healthcare monitoring |
| title | Design and development of wearable human activity recognition for healthcare monitoring |
| title_full | Design and development of wearable human activity recognition for healthcare monitoring |
| title_fullStr | Design and development of wearable human activity recognition for healthcare monitoring |
| title_full_unstemmed | Design and development of wearable human activity recognition for healthcare monitoring |
| title_short | Design and development of wearable human activity recognition for healthcare monitoring |
| title_sort | design and development of wearable human activity recognition for healthcare monitoring |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/28562/ http://umpir.ump.edu.my/id/eprint/28562/ http://umpir.ump.edu.my/id/eprint/28562/ http://umpir.ump.edu.my/id/eprint/28562/1/Design%20and%20development%20of%20wearable%20human%20activity%20recognition%20.pdf |