Title :
Radar walking speed measurements of seniors in their apartments: Technology for fall prevention
Author :
Cuddihy, P.E. ; Yardibi, T. ; Legenzoff, Z.J. ; Liang Liu ; Phillips, Calvin E. ; Abbott, C. ; Galambos, C. ; Keller, James ; Popescu, Mihail ; Back, Jessica ; Skubic, Marjorie ; Rantz, Marilyn J.
Author_Institution :
Gen. Electr. Global Res., Niskayuna, NY, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Falls are a significant cause of injury and accidental death among persons over the age of 65. Gait velocity is one of the parameters which have been correlated to the risk of falling. We aim to build a system which monitors gait in seniors and reports any changes to caregivers, who can then perform a clinical assessment and perform corrective and preventative actions to reduce the likelihood of falls. In this paper, we deploy a Doppler radar-based gait measurement system into the apartments of thirteen seniors. In scripted walks, we show the system measures gait velocity with a mean error of 14.5% compared to the time recorded by a clinician. With a calibration factor, the mean error is reduced to 10.5%. The radar is a promising sensing technology for gait velocity in a day-to-day senior living environment.
Keywords :
Doppler radar; biomedical equipment; biomedical measurement; calibration; gait analysis; geriatrics; injuries; legged locomotion; patient monitoring; velocity measurement; Doppler radar; calibration factor; fall prevention; gait measurement system; gait velocity; injury; radar walking speed measurements; seniors; Atmospheric measurements; Computers; Educational institutions; Particle measurements; Radar measurements; Time frequency analysis; Accidental Falls; Aged; Aged, 80 and over; Calibration; False Positive Reactions; Female; Gait; Humans; Male; Monitoring, Physiologic; Radar; Walking;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6345919