Wearable gait analysis system for ambulatory measurement of kinematics and kinetics

被引:0
作者
Li, Guangyi [1 ]
Liu, Tao [1 ,2 ]
Gu, Linyi [1 ]
Inoue, Yoshio [2 ]
Ning, Haojie [3 ]
Han, Meimei [3 ]
机构
[1] Zhejiang Univ, Dept Engn Mech, State Key Lab Fluid Power Transmiss & Control, Hangzhou 310027, Zhejiang, Peoples R China
[2] Kochi Univ Technol, Sch Syst Engn, Kochi, Japan
[3] INSENCO R&D LAB INC, Tokyo, Japan
来源
2014 IEEE SENSORS | 2014年
关键词
gait analysis; six-axial force plate; motion sensor; GRF; joint angle; joint force; joint moment; 3D; SENSORS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A wearable gait analysis system composed of mobile six-axial force plates and multi-axial motion sensors is capable of gait analysis in non-laboratory environment. Triaxial ground reaction force (GRF), triaxial joint angle, joint force and joint moment for the three joints of lower limbs were extracted using the measured data. Presently, we have discussed the components of main axis of these experiment results. GRF, joint angle and joint force showed reasonable agreement with the reference system composed of an optical motion analysis system and stationary force plate (average RMSE of 5.5 degrees and correlation coefficient of 0.94). Only the x-axial moments of ankle and hip showed relatively low consistency.
引用
收藏
页数:4
相关论文
共 12 条
[1]   Application of wearable sensors for human gait analysis using fuzzy computational algorithm [J].
Alaqtash, Murad ;
Yu, Huiying ;
Brower, Richard ;
Abdelgawad, Amr ;
Sarkodie-Gyan, Thompson .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2011, 24 (06) :1018-1025
[2]   Affordable clinical gait analysis: An assessment of the marker tracking accuracy of a new low-cost optical 3D motion analysis system [J].
Carse, Bruce ;
Meadows, Barry ;
Bowers, Roy ;
Rowe, Philip .
PHYSIOTHERAPY, 2013, 99 (04) :347-351
[3]   Triaxial joint moment estimation using a wearable three-dimensional gait analysis system [J].
Liu, T. ;
Inoue, Y. ;
Shibata, K. ;
Shiojima, K. ;
Han, M. M. .
MEASUREMENT, 2014, 47 :125-129
[4]   A Mobile Force Plate and Three-Dimensional Motion Analysis System for Three-Dimensional Gait Assessment [J].
Liu, Tao ;
Inoue, Yoshio ;
Shibata, Kyoko ;
Shiojima, K. .
IEEE SENSORS JOURNAL, 2012, 12 (05) :1461-1467
[5]   A wearable force plate system for the continuous measurement of triaxial ground reaction force in biomechanical applications [J].
Liu, Tao ;
Inoue, Yoshio ;
Shibata, Kyoko .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2010, 21 (08)
[6]   Gait analysis using 3D accelerometry in horses sedated with xylazine [J].
Lopez-Sanroman, F. J. ;
Holmbak-Petersen, R. ;
Santiago, I. ;
Gomez de Segura, I. A. ;
Barrey, E. .
VETERINARY JOURNAL, 2012, 193 (01) :212-216
[7]   Accelerometer and rate gyroscope measurement of kinematics: an inexpensive alternative to optical motion analysis systems [J].
Mayagoitia, RE ;
Nene, AV ;
Veltink, PH .
JOURNAL OF BIOMECHANICS, 2002, 35 (04) :537-542
[8]   Tracking of Markers for 2D and 3D Gait Analysis Using Home Video Cameras [J].
Mihradi, Sandro ;
Ferryanto ;
Dirgantara, Tatacipta ;
Mahyuddin, Andi I. .
INTERNATIONAL JOURNAL OF E-HEALTH AND MEDICAL COMMUNICATIONS, 2013, 4 (03) :36-52
[9]   Improving repeatability of setting volume origin and coordinate system for 3D gait analysis [J].
Passmore, Elyse ;
Sangeux, Morgan .
GAIT & POSTURE, 2014, 39 (02) :831-833
[10]   Characterization of gait pattern by 3D angular accelerations in hemiparetic and healthy gait [J].
Rueterbories, Jan ;
Spaich, Erika G. ;
Andersen, Ole K. .
GAIT & POSTURE, 2013, 37 (02) :183-189