Human activities of daily living recognition using fuzzy logic for elderly home monitoring

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2009, Pages 2001-2006

  Medjahed, Hamid ^a,b   Istrate, Dan ^a   Boudy, Jerome ^b   Dorizzi, Bernadette ^b  

^a ESIGETEL   (France)

^b INSTITUT NATIONAL DES TÉLÉCOMMUNICATIONS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITIES OF DAILY LIVING; CARDIAC FREQUENCY; CHANGE SENSORS; COMMERCIAL PRODUCTS; FALL DETECTION; FUZZY CONTROLLERS; FUZZY LOGIC APPROACH; FUZZY LOGIC SYSTEM; HOME ENVIRONMENT; HOME MONITORING; HUMAN ACTIVITIES; INFRA-RED SENSOR; MONITORING TECHNOLOGIES; PERVASIVE HOME; PHYSIOLOGICAL SENSORS; SMART HOUSE; UBIQUITOUS HEALTH CARE;

FUZZY SETS; SENSOR DATA FUSION; SENSORS;

FUZZY LOGIC;

EID: 71249155499     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2009.5277257     Document Type: Conference Paper

References (26)

1. www.agence-nationale-recherche.fr
2. H. Medjahed, D. Istrate, J. Boudy, F. Steenkeste, J.L. Baldinger, I. Belfeki, V. Martins and B. Dorizzi, "A Multimodal Platform for Database Recording and Elderly People Monitoring," Proc. BIOSIGNALS, Funchal-Madeira, Portugal, 28-31 January 2008, pp. 385-392.
3. R. Cowell, A. Dawid, S. Lauritzen, and D. Spiegelhalter, Probabilistic Networks and Expert Systems, 1999, ISBN : 0-387-98767-3.
4. G. Dreyfus, J.M Martinez, M. Samuelides, M. Gordon, F. Badran, S. Thiria and L. Hrault, Réseaux de neurones. Méthodologie et applications, Eyrolles, 2002.
5. C. J. C. Burges, A tutorial on SVM for Pattern Recognition. Data Mining and Knowledge Discovery, volume 2, 1998, pp. 121-167.
6. K. P. Adlassnig, Fuzzy set theory in medical diagnosis, IEEE Tr. On Syst.,Man, and Cybernetics, March/April 1986,pp. 260-265.
7. D. Mason, D. Linkens and N. Edwards, Self-learning fuzzy logic control in medicine, Proc. AIME'97, (E. Keravnou et al., eds.), Lecture Notes in Artificial Intelligence 1211, Springer-Verlag, Berlin 1997, pp. 300-303.
8. A. Lalande, L. Legrand, P. M. Walker, M. C. Jaulent, F. Guy, Y. Cottin and F. Brunotte, Automatic detection of cardiac contours on MR images using fuzzy logic and dynamic programming, Proc. AMIA Ann. Fall Symp. 1997, pp. 474-478.
9. G. Zahlmann, M. Scherf and A. Wegner, A neurofuzzy classifier for a knowledge-based glaucoma monitor, Proc. AIME'97, (E. Keravnou et al., eds.), Lecture Notes in Artificial Intelligence 1211, Springer-Verlag, Berlin 1997, pp. 273-284.
10. M. Makikawa and H. Iizumi, "Development of an ambulatory physical activity monitoring device and its application for categorization of actions in daily life," in MEDINFO, pp. 747-750, 1995.
11. J. Himberg J. Mantyjarvi and T. Seppanen, Recognizing human motion with multiple acceleration sensors,"IEEE Transactions on Systems, Man, and Cybernetics, pp. 747-52, IEEE Press, 2001.
12. S.W Lee and K. Mase, "Activity and location recognition using wearable sensors," IEEE Pervasive Computing, 1(3):2432, 2002.
13. L.A. Zadeh, "Fuzzy sets as a basis for theory of possibility, Fuzzy Set Systems," pp. 3-28, 1978.
14. M. Sugeno, "Theory of fuzzy integrals and its applications," Doct. Thesis, Tokyo Institute of technology 1974.
15. G. Shafer, "A Mathematical Theory of Evidence," Princeton Univ. Press 1979.
16. G.L. Shackle, "Decision, Order and Time in Human Affairs," Cambridge Univ. Press
17. D.P. Mandal, C. A. Murthy, and S. K. Pal, "Formulation of a multivalued recognition system," IEEE Transactions on Systems, Man, and Cybernetics, 22:607-620 1992.
18. W. Pedrycz, "Fuzzy sets in pattern recognition: methodology and methods," Pattern Recognition, 23(1/2):121-146, 1990.
19. E. H. Ruspini, "A new approach to clustering," Inform, Control, 15(1):22-32, 1969.
20. J. C. Bezdek and S. K. Pal, "Fuzzy Models for Pattern Recognition," IEEE Press, 1992.
21. M. Mizumoto, J. Toyoda and K. Tanaka, "General formulation of formal grammars," Info Sci., 4:87-100, 1972.
22. Y. H. Pao, "Adaptive Pattern Recognition and Neural Networks," Addison-Wesley, 1989.
23. J.M. Keller, R. Krishnapuram, "Fuzzy set methods in computer vision," In R.R. Yager and L.A. Zadeh, editors, An Introduction to Fuzzy logic Applications in Intelligent Systems Kluwer Academic, pp. 121-145, 1992.
24. S.K. Pal and B. Chakraborty, "Fuzzy set theoretic measure for automatic feature evaluation," IEEE Transactions on Systems, Man, and Cybernetics, 16:754-760, 1986.
25. J.C. Dunn, "A fuzzy relative of the isodata process and its use in detecting compact well-seperated clusters," IEEE Transactions on Systems, Man, and Cybernetics, pp. 32-57, 1973.
26. J.-S. R. Jang, C. T Sun and E. Mizutani, "Neuro-Fuzzy and Soft Computing : A Computational Approach to Learning and Machine Intelligence," Prentice Hall Upper Saddle River, NJ 1997.