Human postures recognition based on D-S evidence theory and multi-sensor data fusion

Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012

Volumn , Issue , 2012, Pages 912-917

  Li, Wenfeng ^a,b   Bao, Junrong ^a,b   Fu, Xiuwen ^a   Fortino, Giancarlo ^c   Galzarano, Stefano ^c  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^b BUAA ^*  (China)

^c UNIVERSITY OF CALABRIA   (Italy)

Author keywords

Body sensor networks; D S Evidence Theory; human postures recognition; wearable sensors

Indexed keywords

ACCELEROMETER DATA; APPLICATION DOMAINS; ASSISTED LIVING; D S EVIDENCE THEORY; DAILY LIVES; E-FACTORY; HUMAN ACTIONS; HUMAN POSTURE RECOGNITION; HUMAN POSTURES; INFORMATION FUSION METHOD; MULTISENSOR DATA FUSION; NON-INVASIVE MONITORING; PROTOTYPE SYSTEM; RECOGNITION ACCURACY; SOCIAL INTERACTIONS; WEARABLE SENSORS;

BODY SENSOR NETWORKS; GRID COMPUTING; HEALTH CARE; SENSORS;

MEDICAL APPLICATIONS;

EID: 84863711137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCGrid.2012.144     Document Type: Conference Paper

References (25)

1. C. N. Scanaill, S. Carew, P. Barralon, N. Noury, D. Lyons, and G. M. Lyons, "A Review of Approaches to Mobility Telemonitoring of the Elderly in Their Living Environment," Annals of Biomedical Engineering, vol. 34, pp. 547-563, 2006.
2. G. Mori and J. Malik, "Estimating human body configurations using shape context matching", ECCV, LNCS 2352, pp. 666-680, 2002.
3. G. Mori, X. Ren, A. Efros, and J. Malik, "Recovering human body configurations: combining segmentation and recognition", CVPR, pp.II:326-333, 2004.
4. D. G. Lowe, "Distinctive image features from scale-invariant keypoints", International Journal of Computer Vision, 60, pp.91-110, 2004.
5. H. Jiang, Z. N. Li, and M. S. Drew, "Human Posture Recognition with Convex Programming," Proc. IEEE Conf. on Multimedia and Expo (ICME 2005), 2005.
6. G. Diraco, A. Leone, and P. Siciliano,"An active vision system for fall detection and posture recognition in elderly healthcare",in Proceedings of the Conference on Design, Automation and Test in Europe (DATE '10). European Design and Automation Association, 3001 Leuven, Belgium, Belgium, 1536-1541.
7. Guang-Zhong Yang, "Body Sensor Networks", Springer, 2006.
8. E. Farella, A. Pieracci, L. Benini, L. Rocchi, and A. Acquaviva, "Interfacing human and computer with wireless body area sensor networks: The WiMoCA solution," Multimedia Tools and Applications, vol. 38, pp. 337-363, 2008.
9. D. U. Jeong, S. J. Kim, and W. Y. Chung, "Classification of posture and movement using a 3-axis accelerometer,"in Convergence Information Technology, 2007. International Conference on, 2007, pp. 837-844.
10. D. Karantonis, M. Narayanan, M. Mathie, N. Lovell, and B. Celler, "Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring," Information Technology in Biomedicine, IEEE Transactions on, vol. 10, no. 1, pp. 156-167, 2006. (Pubitemid 43092328)
11. A. Purwar and W. Chung, "Activity monitoring from real-time triaxial accelerometer data using sensor network," in Control, Automation and Systems, 2007. ICCAS'07. International Conference on. IEEE, 2007, pp. 2402-2406
12. Bijan Najafi, K. Aminian, A. Ionescu, F. Loew, C. J. Büla, P. Robert, "Ambulatory System for Human Motion Analysis Using a Kinematic Sensor: Monitoring of Daily Physical Activity in the Elderly", In IEEE Transactions on Biomedical Engineering, Vol. 50, Issue 6, pp. 711-723, June 2003.
13. U. Maurer, A. Smailagic, D.P. Siewiorek, M. Deisher, "Activity recognition and monitoring using multiple sensors on different body positions", In Proc. of the 3rd Int. Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), MIT, Boston (MA), USA.
14. Ling Bao, Stephen S. Intille, "Activity Recognition from User- Annotated Acceleration Data", In Proc. of the 2nd Int. Conference on Pervasive Computing (PERVASIVE), pp. 1-17, 2004.
15. T. Huynh and B. Schiele, "Analyzing features for activity recognition," in Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies. ACM, 2005, pp. 159-16
16. J. Lester, T. Choudhury, and G. Borriello, "A practical approach to recognizing physical activities," Pervasive Computing, pp. 1-16, 2006.
17. J. Pansiot, D. Stoyanov, D. McIlwraith, Benny P.L. Lo, G. Z. Yang, "Ambient and Wearable Sensor Fusion for Activity Recognition in Healthcare Monitoring Systems", In Proc. of 4th Int. Workshop on Wearable and Implantable Body Sensor Networks (BSN 2007), RWTH Aachen University, Germany, March 26 - 28, 2007.
18. David Malan, Thaddeus Fulford-Jones, Matt Welsh, Steve Moulton, "CodeBlue: An Ad Hoc Sensor Network Infrastructure for Emergency Medical Care", In MobiSys 2004 Workshop on Applications of Mobile Embedded Systems (WAMES 2004), June, 2004.
19. Clemens Lombriser, Daniel Roggen, Mathias Stager, Gerhard Troster, "Titan: A Tiny Task Network for Dynamically Reconfigurable Heterogeneous Sensor Networks", In Verteilten Systemen (KiVS 2007), Bern, Switzerland, Feb 26-Mar 2, 2007.
20. F. Bellifemine, G. Fortino, R. Giannantonio, R. Gravina, A. Guerrieri, and M. Sgroi, "SPINE: A domain-specific framework for rapid prototyping of WBSN applications," Software - Practice and Experience, vol. 41, pp. 237-265, 2011.
21. N. Raveendranathan, S. Galzarano, V. Loseu, R. Gravina, R. Giannantonio, M. Sgroi, R. Jafari, and G. Fortino. From modeling to implementation of Virtual Sensors in Body Sensor Networks. IEEE Sensors Journal, doi:10.1109/JSEN.2011. 2121059, 2011.
22. F. Bellifemine, G. Fortino, R. Giannantonio, R. Gravina, A. Guerrieri, M. Sgroi, Development of Body Sensor Network Applications using SPINE. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, SMC 2008, Singapore, August 2008.
23. G. Shafer, A mathematical theory of evidence: Princeton university press Princeton, NJ, 1976.
24. Analog Devices, Inc. (2012). http://www.analog.com/en/mems-sensors/mems- inertial-sensors/adxl345/products/product.html.
25. Arduino (2012). http://arduino.cc/en/Main/ArduinoBoardMega2560.