Title :
Fall algorithm development using kinematic parameters measured from simulated falls performed in a quasi-realistic environment using accelerometry
Author :
Bourke, Alan K. ; Torrent, Marc ; Parra, Xavier ; Català, Andreu ; Nelson, John
Author_Institution :
Dept. of Electron. & Comput. Eng., Univ. of Limerick, Limerick, Ireland
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This study aims to determine the optimal temporal, angular and acceleration parameters and thresholds for an accelerometer based, chest-worn, fall detection algorithm. In total, 10 healthy male subjects performed 14 different fall types, 3 times by each. The falls were performed onto in a quasi-realistic environment consisting of mats of a minimum thickness. Optimum parameters for; tfalling: time-to-fall, θmax: max-angle, tθmax : max-angle-time, tRTStanding : Return-to-standing-time and tlying : lying-time were determined using a data set consisting of a total of 420 falls.
Keywords :
accelerometers; biological techniques; acceleration parameters; accelerometry; angular parameters; fall algorithm development; kinematic parameters; quasirealistic environment; simulated falls; temporal parameters; Acceleration; Accelerometers; Digital filters; IIR filters; Low pass filters; Monitoring; Vectors; Acceleration; Accidental Falls; Adult; Algorithms; Biomechanics; Humans; Male; Reference Values;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091103