DocumentCode :
787380
Title :
Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly
Author :
Najafi, Bijan ; Aminian, Kamiar ; Loew, François ; Blanc, Yves ; Robert, Philippe A.
Author_Institution :
Metrol. laboratory, Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Volume :
49
Issue :
8
fYear :
2002
Firstpage :
843
Lastpage :
851
Abstract :
A new method of evaluating the characteristics of postural transition (PT) and their correlation with falling risk in elderly people is described. The time of sit-to-stand and stand-to-sit transitions and their duration were measured using a miniature gyroscope attached to the chest and a portable recorder placed on the waist. Based on a simple model and the discrete wavelet transform, three parameters related to the PT were measured, namely, the average and standard deviation of transition duration and the occurrence of abnormal successive transitions (number of attempts to have a successful transition). The comparison between two groups of elderly subjects (with high and low fall-risk) showed that the computed parameters were significantly correlated with the falling risk as determined by the record of falls during the previous year, balance and gait disorders (Tinetti score), visual disorders, and cognitive and depressive disorders (p < 0.01). In this study, the wavelet transform has provided a powerful technique for enhancing the pattern of PT, which was mainly concentrated into the frequency range of 0.04-0.68 Hz. The system is especially adapted for long-term ambulatory monitoring of elderly people.
Keywords :
Coriolis force; biomedical measurement; discrete wavelet transforms; gait analysis; geriatrics; gyroscopes; medical signal processing; patient monitoring; piezoelectric transducers; Coriolis acceleration; Coriolis force; abnormal successive transitions; average deviation; balance disorders; cognitive disorders; depressive disorders; discrete wavelet transform; elderly people; falling risk; gait disorders; home accidents; long-term ambulatory monitoring; miniature gyroscope; motion analysis system; oscillating piezoelectric bimorph; piezoelectric gyroscope; portable recorder; postural transition characteristics; sit-to-stand transitions; stand-to-sit transitions; standard deviation; time-scale contour-plot; transition duration; trunk tilt; visual disorders; Discrete wavelet transforms; Gyroscopes; Hospitals; Laboratories; Legged locomotion; Measurement standards; Metrology; Senior citizens; Time measurement; Wavelet transforms; Accidental Falls; Age Factors; Aged; Algorithms; Biomechanics; Equipment Design; Female; Humans; Male; Models, Biological; Movement; Physical Medicine; Posture; Risk Assessment; Risk Factors; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Transducers;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2002.800763
Filename :
1019448
Link To Document :
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