Wireless ambulatory monitoring system with online periodical gait assessment

被引:3
作者
Gouwanda, Darwin [1 ]
Senanayake, S. M. N. Arosha [1 ]
机构
[1] Monash Univ Sunway Campus, Jalan Lagoon Selatan, Bandar Sunway 46150, Selangor Darul, Malaysia
关键词
angular rate; real-time streaming; gyroscopes; gait analysis; wavelet transform;
D O I
10.1504/IJBET.2012.046957
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper presents a wireless gait-monitoring system which periodically examine human gait. It introduces two new methods. The first method is an algorithm that integrates the Multi-Resolution Wavelet Decomposition (MWD) with peak-valley detection algorithm to identify the occurrences of heel-strike and toe-off. The second method is the Coefficient of Determination (CoD). CoD provides a single-value indicator that defines gait normality. In the experimental study, abnormal gait is simulated by placing a load on one limb. Significant differences were found in the temporal parameters, and the orientation of the lower extremity (p < 0.01). These experiments demonstrated the capability of the system in periodically evaluating human gait.
引用
收藏
页码:299 / 314
页数:16
相关论文
共 28 条
[1]  
AbuFaraj ZO, 1997, J REHABIL RES DEV, V34, P187
[2]   Temporal feature estimation during walking using miniature accelerometers: an analysis of gait improvement after hip arthroplasty [J].
Aminian, K ;
Rezakhanlou, K ;
De Andres, E ;
Fritsch, C ;
Leyvraz, PF ;
Robert, P .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1999, 37 (06) :686-691
[3]  
Aminian K., 2002, J BIOMECH, V35, P273
[4]  
Best R., 2006, COMPUTATIONAL INTELL, P1
[5]   A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity [J].
Bouten, CVC ;
Koekkoek, KTM ;
Verduin, M ;
Kodde, R ;
Janssen, JD .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1997, 44 (03) :136-147
[6]  
Bussmann J.B.J., 1995, EUR J PHYS MED REHAB, V5, P2
[7]  
CZERNIECKI JM, 1996, GAIT POSTURE, V4, P258
[8]   TEMPORAL ASYMMETRY AS A GAIT QUALITY INDICATOR [J].
DEWAR, ME ;
JUDGE, G .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1980, 18 (05) :689-693
[9]  
Gouwanda D, 2008, IFMBE PROC, V21, P715
[10]   Adaptations in interlimb and intralimb coordination to asymmetrical loading in human walking [J].
Haddad, JM ;
van Emmerik, REA ;
Whittlesey, SN ;
Hamill, J .
GAIT & POSTURE, 2006, 23 (04) :429-434