TY - GEN
T1 - Correlation between real and simulated data of the activity of the elderly person living independently in a health smart home
AU - Hadidi, T.
AU - Noury, N.
PY - 2011
Y1 - 2011
N2 - Modeling the behavior of a system from observation is the first step in understanding a phenomenon. The model then opens the way to simulation in order to reproduce the behavior of the real system with the flexibility to modify, adjust and play with various scenarios. In this paper, we present a simulator of the activity of elderly persons in a Health Smart Home using the HMM "Hidden Markov Model". This simulator aims at modeling the effects of the loss of autonomy for the elderly living independently. We test several correlation methods to evaluate the similarity between real and simulated data. The experimental data was obtained in the HIS "Habitat Intelligent pour la Santé" within the framework of the French national "AILISA" project.
AB - Modeling the behavior of a system from observation is the first step in understanding a phenomenon. The model then opens the way to simulation in order to reproduce the behavior of the real system with the flexibility to modify, adjust and play with various scenarios. In this paper, we present a simulator of the activity of elderly persons in a Health Smart Home using the HMM "Hidden Markov Model". This simulator aims at modeling the effects of the loss of autonomy for the elderly living independently. We test several correlation methods to evaluate the similarity between real and simulated data. The experimental data was obtained in the HIS "Habitat Intelligent pour la Santé" within the framework of the French national "AILISA" project.
UR - http://www.scopus.com/inward/record.url?scp=80053957563&partnerID=8YFLogxK
U2 - 10.1109/HEALTH.2011.6026788
DO - 10.1109/HEALTH.2011.6026788
M3 - Conference contribution
AN - SCOPUS:80053957563
SN - 9781612846972
T3 - 2011 IEEE 13th International Conference on e-Health Networking, Applications and Services, HEALTHCOM 2011
SP - 64
EP - 69
BT - 2011 IEEE 13th International Conference on e-Health Networking, Applications and Services, HEALTHCOM 2011
T2 - 2011 IEEE 13th International Conference on e-Health Networking, Applications and Services, HEALTHCOM 2011
Y2 - 13 June 2011 through 15 June 2011
ER -