Title :
Evolution of an eldercare technology system to monitor motion and detect falls
Author :
Tyrer, H.W. ; Aud, M. ; Neelgund, R. ; Shriniwar, U. ; Devarakonda, K.K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Missouri-Columbia, Columbia, MO, USA
Abstract :
Falls are a major cause of injuries in the elderly, and in some cases, these injuries may be fatal. We are developing a system to monitor the elderly and detect falls. We used a novel technique of signal scavenging to detect presence of the person. Aluminum foil sensors on two faux floor, one sized 1m × 1m (3feet × 3feet) and the other 2.3m × 1m (7feet × 3feet) provided a signal when activated by steeping on the foil. The noisy sensor signal was conditioned and converted into digital format, the digital signal was interfaced to a micro-controller and displayed on a PC. Graphical analysis with ROC space and personal experience with utilization of the faux floor system gave us confidence to develop a full size floor, 3.6m × 3.6m (12feet × 12feet). The results obtained on both floor showed a high degree of sensitivity, with low false positive and false negative rates. Observed problems like cross-talk, noise interference and abrupt output behavior of the sensor system were avoided with careful manufacturing of the flooring. With the development of the full floor, we can create a prototype with high reliability, high accuracy to detect motion, and can be used for further research.
Keywords :
aluminium; computerised monitoring; foils; geriatrics; injuries; interference (signal); microcontrollers; patient care; patient monitoring; sensors; signal processing; PC; ROC space; aluminum foil sensors; cross-talk; digital format; digital signal; eldercare technology system; fall detection monitoring; false negative rates; false positive rates; faux floor; graphical analysis; injury; microcontroller; motion monitoring; noise interference; noisy sensor signal; personal experience; sensor system; signal scavenging; Accuracy; Aluminum; Floors; Monitoring; Prototypes; Sensor systems;
Conference_Titel :
e-Health Networking Applications and Services (Healthcom), 2011 13th IEEE International Conference on
Conference_Location :
Columbia, MO
Print_ISBN :
978-1-61284-695-8
Electronic_ISBN :
978-1-61284-696-5
DOI :
10.1109/HEALTH.2011.6026733