Capturing human motion using body-fixed sensors: outdoor measurement and clinical applications

被引:192
作者
Aminian, Kamiar [1 ]
Najafi, Bijan [1 ]
机构
[1] Swiss Fed Inst Technol, Sch Engn, Lab Movement Anal & Measurement, CH-1015 Lausanne, Switzerland
关键词
Motion capture; sensors; outdoor monitoring; gait; posture; clinical studies;
D O I
10.1002/cav.2
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Motion capture is mainly based oil standard systems using optic, magnetic or sonic technologies. In this paper, the possibility to detect useful human motion based on new techniques using different types of body-fixed sensors is shown. In particular, a combination of accelerometers and angular rate sensors (gyroscopes) showed a promising design for a hybrid kinematic sensor measuring the 2D kinematics of a body segment. The sensors together with a portable datalogger, and using simple biomechanical models, allow capture of outdoor and long-term movements and overcome some limitations of the standard motion capture systems. Significant parameters of body motion, such as nature Of motion (postural transitions, trunk rotation, sitting, standing, lying, walking, jumping) and its spatio-temporal features (velocity, displacement, angular rotation, cadence and duration) have been evaluated and compared to the camera-based system. Based oil these parameters, the paper outlines the possibility to monitor physical activity and to perform gait analysis in the daily environment, and reviews several clinical investigations related to fall risk in file elderly, quality of life, orthopaedic outcome and sport performance. Taking advantage of till the potential of these body-fixed sensors should be promising for motion capture and particularly in environments not suitable for standard technology such as in any field activity. Copyright (C) 2004 John Wiley & Sons, Ltd.
引用
收藏
页码:79 / 94
页数:16
相关论文
共 53 条
[1]  
AbuFaraj ZO, 1997, J REHABIL RES DEV, V34, P187
[2]   Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes [J].
Aminian, K ;
Najafi, B ;
Büla, C ;
Leyvraz, PF ;
Robert, P .
JOURNAL OF BIOMECHANICS, 2002, 35 (05) :689-699
[3]   Physical activity monitoring based on accelerometry: validation and comparison with video observation [J].
Aminian, K ;
Robert, P ;
Buchser, EE ;
Rutschmann, B ;
Hayoz, D ;
Depairon, M .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1999, 37 (03) :304-308
[4]  
Aminian K, 1998, LECT NOTES ARTIF INT, V1537, P1
[5]   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
[6]  
[Anonymous], 1996, P 7 EUROGRAPHICS INT
[7]  
ASCH G, 1991, CAPTEURS INSTRUMENTA, P386
[8]   Recent advances in augmented reality [J].
Azuma, R ;
Baillot, Y ;
Behringer, R ;
Feiner, S ;
Julier, S ;
MacIntyre, B .
IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2001, 21 (06) :34-47
[9]  
BODENHEIMER B, 1997, COMPUTER ANIMATION S, P3
[10]  
BUCHSER EE, 2002, 10 WORLD C PAIN SAN