A ubiquitous and low-cost solution for movement monitoring and accident detection based on sensor fusion.
The low average birth rate in developed countries and the increase in life expectancy have lead society to face for the first time an ageing situation. This situation associated with the World's economic crisis (which started in 2008) forces the need of equating better and more efficient ways of providing more quality of life for the elderly. In this context, the solution presented in this work proposes to tackle the problem of monitoring the elderly in a way that is not restrictive for the life of the monitored, avoiding the need for premature nursing home admissions. To this end, the system uses the fusion of sensory data provided by a network of wireless sensors placed on the periphery of the user. Our approach was also designed with a low-cost deployment in mind, so that the target group may be as wide as possible. Regarding the detection of long-term problems, the tests conducted showed that the precision of the system in identifying and discerning body postures and body movements allows for a valid monitorization and rehabilitation of the user. Moreover, concerning the detection of accidents, while the proposed solution presented a near 100% precision at detecting normal falls, the detection of more complex falls (i.e., hampered falls) will require further study.
FCT (Fundação para a Ciência e a Tecnologia), Foundation for Science and Technology, Lisbon 1249-074, Portugal. fmfelisberto@uvigo.es.
Filipe
F
Felisberto
Higher Technical School of Computer Engineering, University of Vigo, Polytechnic Building, Campus Universitario As Lagoas s/n, Ourense 32004, Spain. riverola@uvigo.es.
Florentino
F
Fdez-Riverola
INOV INESC INNOVATION, Institute of New Technologies of Leiria, P-2411-901, Leiria, Portugal. apereira@ipleiria.pt.
António
A
Pereira
D061725:Accelerometry / Q000295:instrumentation / Q000379:methods; D000058:Accidental Falls; D000328:Adult; D001827:Body Height; D001835:Body Weight; D005260:Female; D006801:Humans; D008297:Male; D018670:Monitoring, Ambulatory / Q000295:instrumentation; D009068:Movement; D011187:Posture; D011788:Quality of Life; D013686:Telemetry / Q000191:economics / Q000379:methods*; D059015:Wireless Technology