Fall perception for elderly care: A fall detection algorithm in Smart Wristlet mHealth system

2014 IEEE International Conference on Communications, ICC 2014

Volumn , Issue , 2014, Pages 4270-4274

  Li, Zhinan ^a,b   Huang, Anpeng ^a   Xu, Wenyao ^c   Hu, Wei ^d   Xie, Linzhen ^a  

^a PEKING UNIVERSITY   (China)

^b MICROSOFT   (United States)

^c UNIVERSITY AT BUFFALO   (United States)

^d Wireless Healthcare Research and Development Center in Potevio   (China)

Author keywords

Clinical Trials; Fall Perception; mHealth (mobile Health); Smart Wristlet; TF IDF (Term Frequency Inverse Document Frequency)

Indexed keywords

ALGORITHMS; EXPERIMENTS; HEALTH CARE; TEXT PROCESSING;

CLINICAL TRIAL; HEALTHCARE DELIVERY; MOBILE HEALTH; MOBILE HEALTH (M-HEALTH); PRECISION AND RECALL; PREVENTION METHODS; SMART WRISTLET; TERM FREQUENCY-INVERSE DOCUMENT FREQUENCIES;

ACCIDENT PREVENTION;

EID: 84906996773     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2014.6883991     Document Type: Conference Paper

References (16)

1. T.Tamura, T. Yoshimura, M. Sekine, M. Uchida and O. Tanaka, "A Wearable Airbag to Prevent Fall Injuries," IEEE Transactions on Information Technology in Biomedicine, vol. 13, pp. 910-914, Nov. 2009.
2. C. DL, M. JG and C. TV, "Hospital resources used to treat theinjured elderly at North Carolina trauma centers," JAm Geriatr Soc. vol. 41, pp. 847-852, 1993.
3. N. V. Carroll, P. W. Slattum, and F. M. Cox, "The Cost o f Falls Among the Community-Dwelling Elderly," Journal of Managed Care Pharmacy, JMCP, vol. 11, no. 4, May 2005.
4. Global survey report, mHealth: New horizons for health through mobile technologies, www.who.int/goe/publications/goemhealthweb.pdf, World Health Organization, 2011.
5. A. Huang, W. Xu, Z. Li, L. Xie and M. Sarrafzadeh, "System Lightloading Technology for mHealth: Manifold-Learning based Medical Data Cleansing and Clinical Trials in WE-CARE Project," IEEE Journal of Biomedical and Health Informatics, to be published.
6. A. Huang, C. Chen, K. Bian, X. Duan, M. Chen, H. Gao, C. Meng, Q. Zheng, Y. Zhang, B. Jiao, and L. Xie, "WE-CARE: An intelligent mobile telecardiology system to enable mHealth applications," IEEE J. Biomedical Health Informatics, to be published.
7. J. Fahrenberg, F. Foerster, M. Smeja and W. Muller, "Assessment of postureandmotion bymultichannel piezoresistive accelerometer recordings," Psychophysiol., vol. 34, pp. 607612, 1997.
8. P. H. Veltink, H. B. Bussmann, W. de Vries, W. L. Martens and R.C. van Lummel, "Detection of static and dynamic activities using uniaxialaccelerometers," IEEE Trans. Rehabil. Eng., vol. 4, no. 4, pp. 375385,Dec. 1996.
9. J. M. Winters, Y. Wang and J. M. Winters, "Wearable sensors and telerehabilitation," IEEE Eng. Med. Biol. Mag., vol. 22, no. 3, pp. 56 65,May/Jun. 2003.
10. K. Aminian, P. Robert, E. Jequier and Y. Schutz, "Incline, speed, and distanceassessment during unconstrained walking," Med. Sci. Sports Exerc.,vol. 27, pp. 226234, 1995.
11. M. Zhang and A. A. Sawchuk, "Motion Primitive-Based Human Activity Recognition Using a Bag-of-Feature Approach," ACM SIGHIT International Health Informatics Symposium (IHI), Miami, Florida, USA, Jan. 2012.
12. K. W. Church, W. A. Gale, "Inverse Document Frequency (IDF): A Measure of Deviations from Poisson," Natural language processing using very large corpora, Kluwer Academic Press, pp. 283-295, Boston, 1999.
13. A. Brakensiek and G. Rigoll, "A comparison of character n-grams and dictionaries used for script recognition," Sixth International Conference on Document Analysis and Recognition, 2001. Proceedings., Seattle, WA, USA, 10-13 Sep. 2001.
14. G.-X. Yuan and K.-L. Ma, "Scalable Training of Sparse Linear SVMs," IEEE 12th International Conference on Data Mining (ICDM), 2012, pp. 775-784, Brussels, Belgium, Dec. 10-13, 2012.
15. C.W. Chang, and G.A.Bekey,"Pattern recognition applied to the prediction of post-operative gait in man,"1978 IEEE Conference on Decision and Control including the 17th Symposium on Adaptive Processes, pp. 787 788, San Diego, US, Jan. 1978.
16. S.Zein-Sabatto, K.Kuah, R.Hajeomar and M.Bodruzzaman, "An intelligent vision system for motion detection using a neural network," Proceedings of the 1994 IEEE Southeastcon '94. Creative Technology Transfer-A Global Affair, pp. 362 366, 10-13 Apr. 1994