Towards accelerometry based static posture identification

2011 IEEE Consumer Communications and Networking Conference, CCNC'2011

Volumn , Issue , 2011, Pages 29-33

  Xu, Min ^a   Goldfain, Albert ^a   Chowdhury, Atanu Roy ^a   Dellostritto, Jim ^a  

^a Center for Science and Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETRY; BODY POSTURES; DATA STREAM; DISEASE PROGRESSION; EULER ANGLES; HUMAN ACTIVITIES; MODEL-BASED; STATIC POSTURES; WIRELESS BODY SENSOR NETWORKS;

ACCELEROMETERS; CLUSTERING ALGORITHMS; DATA MINING; HUMAN COMPUTER INTERACTION; SENSOR NETWORKS;

BODY SENSOR NETWORKS;

EID: 79957911087     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCNC.2011.5766477     Document Type: Conference Paper

References (18)

1. G. Yang, Body Sensor Networks. Springer, 2006.
2. C.-F. Juang and C.-M. Chang, "Human body posture classification by a neural fuzzy network and home care system application, " Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on, vol. 37, no. 6, pp. 984 -994, Nov. 2007. (Pubitemid 350130837)
3. P. H. Veltink, H. B. J. Bussmann, W. de Vries, L. J. Martens, and R. C. V. Lummel, "Detection of static and dynamic activities using uniaxial accelerometers, " IEEE Transactions on Rehabilitation Engineering, vol. 4, no. 4, pp. 375-385, 1996. (Pubitemid 27041625)
4. F. Foerster, M. Smeja, and J. Fahrenberg, "Detection of posture and motion by accelerometry: a validation study in ambulatory monitoring, " Computers in Human Behavior, vol. 15, pp. 571-583, 1999.
5. R. K. Ganti, P. Jayachandran, T. F. Abdelzaher, and J. A. Stankovic, "Satire: a software architecture for smart attire, " in Proceedings of the 4th international conference on Mobile systems, applications and services. New York, NY, USA: ACM, 2006, pp. 110-123. (Pubitemid 44440792)
6. A. Mannini and A. M. Sabatini, "Machine learning methods for classifying human physical activity from on-body accelerometers, " Sensors, vol. 10, pp. 1154-1175, 2010.
7. S. Patel, K. Lorincz, R. Hughes, N. Huggins, J. Growdon, D. Standaert, M. Akay, J. Dy, M. Welsh, and P. Bonato, "Monitoring motor fluctuations in patients with parkinson's disease using wearable sensors, " Trans. Info. Tech. Biomed., vol. 13, no. 6, pp. 864-873, 2009.
8. J.-Y. Yang, J.-S. Wang, and Y.-P. Chen, "Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers, " Pattern Recogn. Lett., vol. 29, no. 16, pp. 2213-2220, 2008.
9. T. Liu, Y. Inoue, K. Shibata, and X. Tang, "A wearable inertial sensor system for human motion analysis, " in IEEE International Symposium on Computational Intelligence in Robotics and Automation, 27-30 2005, pp. 409-413. (Pubitemid 41730989)
10. N. Ravi, N. Dandekar, P. Mysore, and M. L. Littman, "Activity recognition from accelerometer data, " in Proceedings of IAAI-05, 2005, pp. 1541-1546. (Pubitemid 43006650)
11. K. Lorincz, B. rong Chen, G. W. Challen, A. R. Chowdhury, S. Patel, P. Bonato, and M.Welsh, "Mercury: A wearable sensor network platform for high-fidelity motion analysis, " in Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, 2009.
12. M. Mancini, C. Zampieri, F. Horak, and L. Chiari, "Accelerometry- based longitudinal biomarkers of stance posture in early parkinson's disease, " Gait and Posture, vol. 29, no. 1, p. e25, 2009.
13. K. Zabjek, S. Hill, W. Gage, C. Danells, V. Closson, B. Maki, and W. McIlroy, "Gait and standing posture in patients with multiple sclerosis, " Gait and Posture, vol. 21, p. S136, 2005.
14. H. Pigot, B. Lefebvre, J. Meunier, B. Kerherv, A. Mayers, and S. Giroux, "The role of intelligent habitats in upholding elders in residence, " in 5Th international Conference on Simulations in Biomedicine, 2003, pp. 497- 506.
15. T. Batisheva, L. Rusina, and D. Skvortsov, "Biomechanical symptoms from gait and posture in patients after stroke, " Gait and Posture, vol. 21, p. S105, 2005.
16. "Kyphosis, " in https://health.google.com/health/ref/Kyphosis, 2010.
17. J. Hippisley-Cox and C. Coupland, "Predicting risk of osteoporotic fracture in men and women in england and wales: prospective derivation and validation of qfracturescores, " in BMJ, 2009.
18. K. Tuck, "Tilt sensing using linear accelerometers, " in Freescale semiconductor application note, 2007.