Inertial Measures of Motion for Clinical Biomechanics: Comparative Assessment of Accuracy under Controlled Conditions - Effect of Velocity

被引:96
作者
Lebel, Karina [1 ,2 ,3 ]
Boissy, Patrick [1 ,2 ,3 ]
Hamel, Mathieu [2 ]
Duval, Christian [4 ,5 ]
机构
[1] Univ Sherbrooke, Fac Med & Hlth Sci, Dept Surg, Orthoped Serv, Sherbrooke, PQ J1K 2R1, Canada
[2] Res Ctr Aging, Sherbrooke, PQ, Canada
[3] Univ Sherbrooke, Interdisciplinary Inst Technol Innovat 3IT, Sherbrooke, PQ J1K 2R1, Canada
[4] Univ Quebec, Dept Kinesiol, Montreal, PQ H3C 3P8, Canada
[5] Inst Univ Geriatrie Montreal, Ctr Rech, Montreal, PQ, Canada
关键词
MEASUREMENT UNITS;
D O I
10.1371/journal.pone.0079945
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Inertial measurement of motion with Attitude and Heading Reference Systems (AHRS) is emerging as an alternative to 3D motion capture systems in biomechanics. The objectives of this study are: 1) to describe the absolute and relative accuracy of multiple units of commercially available AHRS under various types of motion; and 2) to evaluate the effect of motion velocity on the accuracy of these measurements. Methods: The criterion validity of accuracy was established under controlled conditions using an instrumented Gimbal table. AHRS modules were carefully attached to the center plate of the Gimbal table and put through experimental static and dynamic conditions. Static and absolute accuracy was assessed by comparing the AHRS orientation measurement to those obtained using an optical gold standard. Relative accuracy was assessed by measuring the variation in relative orientation between modules during trials. Findings: Evaluated AHRS systems demonstrated good absolute static accuracy (mean error < 0.5 degrees) and clinically acceptable absolute accuracy under condition of slow motions (mean error between 0.5 degrees and 3.1 degrees). In slow motions, relative accuracy varied from 2 degrees to 7 degrees depending on the type of AHRS and the type of rotation. Absolute and relative accuracy were significantly affected (p < 0.05) by velocity during sustained motions. The extent of that effect varied across AHRS. Interpretation: Absolute and relative accuracy of AHRS are affected by environmental magnetic perturbations and conditions of motions. Relative accuracy of AHRS is mostly affected by the ability of all modules to locate the same global reference coordinate system at all time. Conclusions: Existing AHRS systems can be considered for use in clinical biomechanics under constrained conditions of use. While their individual capacity to track absolute motion is relatively consistent, the use of multiple AHRS modules to compute relative motion between rigid bodies needs to be optimized according to the conditions of operation.
引用
收藏
页数:9
相关论文
共 17 条
[1]  
[Anonymous], J INTELLIGENT ROBOTI
[2]  
Bland JM, 1999, STAT METHODS MED RES, V8, P135, DOI 10.1177/096228029900800204
[3]   Quantification of inertial sensor-based 3D joint angle measurement accuracy using an instrumented gimbal [J].
Brennan, A. ;
Zhang, J. ;
Deluzio, K. ;
Li, Q. .
GAIT & POSTURE, 2011, 34 (03) :320-323
[4]   The static accuracy and calibration of inertial measurement units for 3D orientation [J].
Brodie, M. A. ;
Walmsley, A. ;
Page, W. .
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2008, 11 (06) :641-648
[5]   Dynamic accuracy of inertial measurement units during simple pendulum motion [J].
Brodie, M. A. ;
Walmsley, A. ;
Page, W. .
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2008, 11 (03) :235-242
[6]  
Cutti Andrea Giovanni, 2006, Conf Proc IEEE Eng Med Biol Soc, V2006, P5912
[7]   Ambulatory measurement of shoulder and elbow kinematics through inertial and magnetic sensors [J].
Cutti, Andrea Giovanni ;
Giovanardi, Andrea ;
Rocchi, Laura ;
Davalli, Angelo ;
Sacchetti, Rinaldo .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2008, 46 (02) :169-178
[8]   'Outwalk': a protocol for clinical gait analysis based on inertial and magnetic sensors [J].
Cutti, Andrea Giovanni ;
Ferrari, Alberto ;
Garofalo, Pietro ;
Raggi, Michele ;
Cappello, Angelo ;
Ferrari, Adriano .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2010, 48 (01) :17-25
[9]  
De Agostino Mattia, 2010, 2010 IEEE/ION Position, Location and Navigation Symposium - PLANS 2010, P187, DOI 10.1109/PLANS.2010.5507128
[10]   Magnetic distortion in motion labs, implications for validating inertial magnetic sensors [J].
de Vries, W. H. K. ;
Veeger, H. E. J. ;
Baten, C. T. M. ;
van der Helm, F. C. T. .
GAIT & POSTURE, 2009, 29 (04) :535-541