Real-time activity monitoring using wireless wearable sensors

Proceedings of the 2005 International Conference on Pervasive Systems and Computing, PSC'05

Volumn , Issue , 2005, Pages 117-123

  Li, Huiqi ^a   Kang, Jian Wu ^a   Bao, Xiaoming ^a   Cheng, Danlie ^a   Dong, Liang ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Activity classification; Activity monitoring; Sensor network; Wearable computing

Indexed keywords

FACE RECOGNITION; HEALTH CARE; REAL TIME CONTROL; SENSOR NETWORKS; UBIQUITOUS COMPUTING; WEARABLE COMPUTERS;

ACTIVITY CLASSIFICATION; ACTIVITY MONITORING; CLASSIFICATION RESULTS; CONTINUOUS MONITORING; DAILY ACTIVITIES; ELDERLY PEOPLES; HEALTH CARE SERVICES; PERSONALIZED HEALTH CARES; PHYSICAL ACTIVITIES; REAL-TIME IMPLEMENTATIONS; TREE CLASSIFIERS; VERY LARGE DATABASE; WALKING PATTERNS; WEARABLE COMPUTING; WEARABLE SENSORS;

WIRELESS SENSOR NETWORKS;

EID: 60749130567     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. "World Population Ageing: 1950-2050", Population Division, United Nations Population Division, 2002.
2. A. Pentland, "Healthwear: medical technology becomes wearable," IEEE Computer, Vol. 37, No. 5, pp. 42-49, 2004.
3. A. Krause, D.P. Siewiorek, A. Smailagic, J. Farringdon, "Unsupervised,dynamic identification of physiological and activity context in wearable computing," Proceedings of IEEE International Symposium on Wearable Computers, pp. 88- 97, 2003.
4. K. V. Laerhoven, A. Schmidt, H. W. Gellersen, "Multi-sensor context aware clothing," Proceedings of IEEE International Symposium on Wearable Computers, 2002.
5. B. Najafi, K. Aminian, et al, " Ambulartory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly," IEEE Transactions on Biomedical Engineering, Vol. 50, No.6, pp. 711-723,2003
6. P. H. Veltink, H. B. J. Bussmann, W. d. Vries, et al, " Detection of static and dynamic activities using uniaxial accelerometers," IEEE Transactions on Rehabilitation Engineering, Vol. 4, No. 4, pp. 375-385, 1996.
7. L. Bao and S. S. Intille, "Activity recognition from user-annotated acceleration data," Proceedings of Pervasive Computing, pp. 1-17, 2004.
8. S. W. Lee, K. Mase, "Activity and location recognition using wearable sensors," IEEE Pervasive Computing, Vol. 1, No. 3, pp.24-32, 2002
9. M. Sekine, T. Tamura, M. Akay, et al, "Discrimination of walking patterns using wavelet-based fractal analysis," IEEE Transactions on Neural Systems and Rehabiltation Engineering, Vol. 10, No. 3, pp. 188-196,2002.
10. M. Sekine, Y. Abe, M. Sekimoto, et al, "Assessment of gait parameter in hemiplegic patients by accelerometry," Proceedings of IEEE EMBS International Conference, pp. 1879-1882,2000.
11. J. H. Han, W. J, Lee, T. B. Ahn, et al, " Gait analysis for freezing detection in patients with movement disorder using three dimensional acceleration system," Proceedings of IEEE EMBS International Conference, pp. 1863-1865, 2003.
12. N. Noury, P. Barralon, G. Virone, et al, " A smart sensor based rules and its evaluation on daily routines," Proceedings of IEEE EMBS International Conference, pp. 3286-3289, 2003.
13. M. Prado, J. Reina-Tosina, L. Roa, " Distributed intelligent architecture for falling detection and physical activity analysis in the elderly", Proceedings of IEEE EMBS International Conference, pp. 1910-1911, 2002.
14. J. R. W. Morris, "Accelerometry- a technique for the measurement of human body movements," Journal of Biomechanics, Vol. 6, pp. 729-736, 1973.
15. P.C. Mahalanobis, "On tests and measures of groups divergence," Journal of the Asiatic Society of Benagal Vol. 26, pp. 541, 1930.
16. H. B. Menz, S. R. Lord, R. C. Fitzpatrick, " Acceleration patterns of the head and pelvis when walking on level and irregular surfaces," Gait and Posture, Vol. 18,pp.35-46,2003.
17. B. H. Alexander, F. P. Rivara, M. E. Wolf "The cost and frequency of hospitalization for fall-related injuries in older adults," American Journal of Public Health, Vol.82, No. 7, pp.1020-1023, 1992.