Gait Analysis in a Box: A System Based on Magnetometer-Free IMUs or Clusters of Optical Markers with Automatic Event Detection

被引:17
作者
Marin, Javier [1 ,2 ]
Blanco, Teresa [3 ,4 ,5 ]
de la Torre, Juan [1 ,6 ]
Marin, Jose J. [1 ,2 ]
机构
[1] Univ Zaragoza, I3A Inst Invest Ingn Aragon, IDERGO Res & Dev Ergon, C Mariano Esquillor S-N, Zaragoza 50018, Spain
[2] Univ Zaragoza, Dept Design & Mfg Engn, C Mariano Esquillor S-N, Zaragoza 50018, Spain
[3] Univ Zaragoza, I3A Inst Invest Ingn Aragon, HOWLab Human Openware Res Lab, C Mariano Esquillor S-N, Zaragoza 50018, Spain
[4] Univ Zaragoza, Dept Mus Plast & Body Language Express, C Pedro Cerbuna 12, Zaragoza 50009, Spain
[5] GeoSpatiumLab Ltd, C Carlos Marx 6, Zaragoza 50015, Spain
[6] Univ Zaragoza, Dept Biomed Engn, C Mariano Esquillor S-N, Zaragoza 50018, Spain
关键词
biomechanics; gait analysis; design; algorithm; gait events; applicability; reproducibility; minimal detectable change (MDC); MINIMAL DETECTABLE CHANGE; TEST-RETEST RELIABILITY; MOTION CAPTURE SYSTEMS; ORIENTATION IN-SPACE; WEARABLE SENSORS; SPORTS-MEDICINE; KINEMATICS; WALKING; TREADMILL; ACCURACY;
D O I
10.3390/s20123338
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Gait analysis based on full-body motion capture technology (MoCap) can be used in rehabilitation to aid in decision making during treatments or therapies. In order to promote the use of MoCap gait analysis based on inertial measurement units (IMUs) or optical technology, it is necessary to overcome certain limitations, such as the need for magnetically controlled environments, which affect IMU systems, or the need for additional instrumentation to detect gait events, which affects IMUs and optical systems. We present a MoCap gait analysis system called Move Human Sensors (MH), which incorporates proposals to overcome both limitations and can be configured via magnetometer-free IMUs (MH-IMU) or clusters of optical markers (MH-OPT). Using a test-retest reliability experiment with thirty-three healthy subjects (20 men and 13 women, 21.7 +/- 2.9 years), we determined the reproducibility of both configurations. The assessment confirmed that the proposals performed adequately and allowed us to establish usage considerations. This study aims to enhance gait analysis in daily clinical practice.
引用
收藏
页码:1 / 27
页数:28
相关论文
共 96 条
[1]   Intra-rater repeatability of gait parameters in healthy adults during self-paced treadmill-based virtual reality walking [J].
Al-Amri, Mohammad ;
Al Balushi, Hilal ;
Mashabi, Abdulrhman .
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2017, 20 (16) :1669-1677
[2]  
[Anonymous], 2018, Global Journal of Computer Science and Technology: F Graphics Vision, P23
[3]  
[Anonymous], Optitrack
[4]   Gait analysis methods in rehabilitation [J].
Baker, Richard .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2006, 3 (1)
[5]   Making Meaningful Inferences About Magnitudes [J].
Batterham, Alan M. ;
Hopkins, William G. .
INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE, 2006, 1 (01) :50-57
[6]   A Novel Adaptive, Real-Time Algorithm to Detect Gait Events From Wearable Sensors [J].
Bejarano, Noelia Chia ;
Ambrosini, Emilia ;
Pedrocchi, Alessandra ;
Ferrigno, Giancarlo ;
Monticone, Marco ;
Ferrante, Simona .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2015, 23 (03) :413-422
[7]   PREDICTION OF HIP-JOINT CENTER LOCATION FROM EXTERNAL LANDMARKS [J].
BELL, AL ;
BRAND, RA ;
PEDERSEN, DR .
HUMAN MOVEMENT SCIENCE, 1989, 8 (01) :3-16
[8]   Effect of skin movement artifact on knee kinematics during gait and cutting motions measured in vivo [J].
Benoit, Daniel L. ;
Ramsey, Dan K. ;
Lamontagne, Mario ;
Xu, Lanyi ;
Wretenberg, Per ;
Renstrom, Per .
GAIT & POSTURE, 2006, 24 (02) :152-164
[9]   Calibration methods for inertial and magnetic sensors [J].
Bonnet, S. ;
Bassompierre, C. ;
Godin, C. ;
Lesecq, S. ;
Barraud, A. .
SENSORS AND ACTUATORS A-PHYSICAL, 2009, 156 (02) :302-311
[10]   POSITION AND ORIENTATION IN-SPACE OF BONES DURING MOVEMENT - ANATOMICAL FRAME DEFINITION AND DETERMINATION [J].
CAPPOZZO, A ;
CATANI, F ;
DELLA CROCE, U ;
LEARDINI, A .
CLINICAL BIOMECHANICS, 1995, 10 (04) :171-178