Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly

被引:296
作者
Najafi, B [1 ]
Aminian, K
Loew, F
Blanc, Y
Robert, PA
机构
[1] Swiss Fed Inst Technol, Metrol Lab, CH-1015 Lausanne, Switzerland
[2] Univ Hosp Geneva, Policlin Geriatr, CH-1211 Geneva, Switzerland
[3] Univ Hosp Geneva, Kinesiol Lab, CH-1211 Geneva, Switzerland
关键词
ambulatory system; fall risk assessment in elderly people; gyroscope; postural transition and successive transition; wavelet transform;
D O I
10.1109/TBME.2002.800763
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:843 / 851
页数:9
相关论文
共 26 条
  • [1] Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes
    Aminian, K
    Najafi, B
    Büla, C
    Leyvraz, PF
    Robert, P
    [J]. JOURNAL OF BIOMECHANICS, 2002, 35 (05) : 689 - 699
  • [2] Askham J, 1990, HOME LEISURE ACCIDEN
  • [3] The sit-to-stand movement in stroke patients and its correlation with falling
    Cheng, PT
    Liaw, MY
    Wong, MK
    Tang, FT
    Lee, MY
    Lin, PS
    [J]. ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 1998, 79 (09): : 1043 - 1046
  • [4] FORGETTING FALLS - THE LIMITED ACCURACY OF RECALL OF FALLS IN THE ELDERLY
    CUMMINGS, SR
    NEVITT, MC
    KIDD, S
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 1988, 36 (07) : 613 - 616
  • [5] DAUBECHIES I, 1992, SIAM J MATH ANAL AM, V61
  • [6] The demographic revolution and our common future
    Diczfalusy, E
    [J]. MATURITAS, 2001, 38 (01) : 5 - 14
  • [7] Guidelines for the prevention of falls in people over 65
    Feder, G
    Cryer, C
    Donovan, S
    Carter, Y
    [J]. BRITISH MEDICAL JOURNAL, 2000, 321 (7267) : 1007 - 1011
  • [8] GEORGES MV, 1985, PROJECTIONS DEMOGRAP
  • [9] DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE
    GROSSMANN, A
    MORLET, J
    [J]. SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 1984, 15 (04) : 723 - 736
  • [10] Increased gait unsteadiness in community-dwelling elderly fallers
    Hausdorff, JM
    Edelberg, HK
    Mitchell, SL
    Goldberg, AL
    Wei, JY
    [J]. ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 1997, 78 (03): : 278 - 283