Title :
Development of novel algorithm and real-time monitoring ambulatory system using Bluetooth module for fall detection in the elderly
Author :
Hwang, J.Y. ; Kang, J.M. ; Jang, Y.W. ; Kim, H.C.
Author_Institution :
Dept. of Biomedical Eng., Seoul Nat. Univ., South Korea
Abstract :
Novel algorithm and real-time ambulatory monitoring system for fall detection in elderly people is described. Our system is comprised of accelerometer, tilt sensor and gyroscope. For real-time monitoring, we used Bluetooth™. Accelerometer measures kinetic force, tilt sensor and gyroscope estimates body posture. Also, we suggested algorithm using signals which obtained from the system attached to the chest for fall detection. To evaluate our system and algorithm, we experimented on three people aged over 26 years. The experiment of four cases such as forward fall, backward fall, side fall and sit-stand was repeated ten times and the experiment in daily life activity was performed one time to each subject. These experiments showed that our system and algorithm could distinguish between falling and daily life activity. Moreover, the accuracy of fall detection is 96.7%. Our system is especially adapted for long-time and real-time ambulatory monitoring of elderly people in emergency situation.
Keywords :
Bluetooth; accelerometers; biomechanics; geriatrics; gyroscopes; patient monitoring; sensors; Bluetooth; accelerometer; backward fall; body posture; elderly people; fall detection; forward fall; gyroscope; kinetic force; real-time monitoring ambulatory system; side fall; sit-stand position; tilt sensor; Accelerometers; Bluetooth; Force measurement; Force sensors; Gyroscopes; Kinetic theory; Monitoring; Real time systems; Senior citizens; Sensor systems; Ambulatory system; Bluetooth; accelerometer; emergency situation; fall detection; gyroscope; real-time monitoring; tilt sensor;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403643