Validity of an inertial measurement unit to assess pelvic orientation angles during gait, sit-stand transfers and step-up transfers: Comparison with an optoelectronic motion capture system

被引:103
作者
Bolink, S. A. A. N. [1 ]
Naisas, H. [1 ]
Senden, R. [1 ]
Essers, H. [2 ]
Heyligers, I. C. [1 ]
Meijer, K. [2 ]
Grimm, B. [1 ]
机构
[1] AHORSE Fdn, Dept Orthopaed & Traumatol, Atrium Med Ctr, Heerlen, Netherlands
[2] Maastricht Univ, Fac Hlth Med & Life Sci, Dept Human Movement Sci, NL-6200 MD Maastricht, Netherlands
关键词
Inertial measurement unit; Optoelectronic motion capture system; Pelvic orientation angles; Gait; Sit-to-stand; Block step-up; Physical function; Performance-based test; Outcome assessment; Osteoarthritis; Arthroplasty; ATTITUDE ESTIMATION; HEALTHY-SUBJECTS; VALIDATION; HIP; RELIABILITY; KINEMATICS; SENSORS; ARTHROPLASTY; GYROSCOPE; PEOPLE;
D O I
10.1016/j.medengphy.2015.11.009
中图分类号
R318 [生物医学工程];
学科分类号
100103 [病原生物学];
摘要
An inertial measurement unit (IMU) allows kinematic evaluation of human motion with fewer operational constraints than a gold standard optoelectronic motion capture (MOCAP) system. The study's aim was to compare IMU and MOCAP measurements of dynamic pelvic orientation angles during different activities of daily life (ADL): gait, sit-to-stand (STS) transfers and block step-up (BS) transfers. A single IMU was attached onto the lower back in seventeen healthy participants (8F/9 M, age 19-31 years; BMI < 25) and optical skin markers were attached onto anatomical pelvic landmarks for MOCAP measurements. Comparisons between IMU and MOCAP by Bland-Altman plots demonstrated that measurements were between 2SD of the absolute difference and Pearson's correlation coefficients were between 0.85 and 0.94. Frontal plane pelvic angle estimations achieved a RMSE in the range of [2.7 degrees-4.5 degrees] and sagittal plane measurements achieved a RMSE in the range of [2.7 degrees-8.9 degrees] which were both lowest in gait. Waveform peak detection times demonstrated ICCs between 0.96 and 1.00. These results are in accordance to other studies comparing IMU and MOCAP measurements with different applications and suggest that an IMU is a valid tool to measure dynamic pelvic angles during various activities of daily life which could be applied to monitor rehabilitation in a wide variety of musculoskeletal disorders. (C) 2015 IPEM. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:225 / 231
页数:7
相关论文
共 45 条
[1]
Concurrent validity and reliability of a novel wireless inertial measurement system to assess trunk movement [J].
Bauer, C. M. ;
Rast, F. M. ;
Ernst, M. J. ;
Kool, J. ;
Oetiker, S. ;
Rissanen, S. M. ;
Suni, J. H. ;
Kankaanpaa, M. .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2015, 25 (05) :782-790
[2]
Reliability and clinical correlates of 3D-accelerometry based gait analysis outcomes according to age and fall-risk [J].
Bautmans, Ivan ;
Jansen, Bart ;
Van Keymolen, Bart ;
Mets, Tony .
GAIT & POSTURE, 2011, 33 (03) :366-372
[3]
Inertial sensor motion analysis of gait, sit-stand transfers and step-up transfers: differentiating knee patients from healthy controls [J].
Bolink, S. A. A. N. ;
van Laarhoven, S. N. ;
Lipperts, M. ;
Heyligers, I. C. ;
Grimm, B. .
PHYSIOLOGICAL MEASUREMENT, 2012, 33 (11) :1947-1958
[4]
Bolink SA, 2015, KNEE, P26
[5]
The Sit-to-Stand Movement: Differences in Performance Between Patients After Primary Total Hip Arthroplasty and Revision Total Hip Arthroplasty With Acetabular Bone Impaction Grafting [J].
Boonstra, Miranda C. ;
Schreurs, B. Wim ;
Verdonschot, Nico .
PHYSICAL THERAPY, 2011, 91 (04) :547-554
[6]
Sit-to-Stand Movement as a Performance-Based Measure for Patients With Total Knee Arthroplasty [J].
Boonstra, Miranda C. ;
Schwering, Paul J. A. ;
Malefijt, Maarten C. De Waal ;
Verdonschot, Nico .
PHYSICAL THERAPY, 2010, 90 (02) :149-156
[7]
Estimation of pelvis kinematics in level walking based on a single inertial sensor positioned close to the sacrum: validation on healthy subjects with stereophotogrammetric system [J].
Bugane, Francesca ;
Benedetti, Maria Grazia ;
D'Angeli, Valentina ;
Leardini, Alberto .
BIOMEDICAL ENGINEERING ONLINE, 2014, 13
[8]
Evaluation of an inertial sensor system for analysis of timed-up-and-go under dual-task demands [J].
Coulthard, Jason T. ;
Treen, Tanner T. ;
Oates, Alison R. ;
Lanovaz, Joel L. .
GAIT & POSTURE, 2015, 41 (04) :882-887
[9]
The use of inertial sensors system for human motion analysis [J].
Cuesta-Vargas, Antonio I. ;
Galan-Mercant, Alejandro ;
Williams, Jonathan M. .
PHYSICAL THERAPY REVIEWS, 2010, 15 (06) :462-473
[10]
OARSI recommended performance-based tests to assess physical function in people diagnosed with hip or knee osteoarthritis [J].
Dobson, F. ;
Hinman, R. S. ;
Roos, E. M. ;
Abbott, J. H. ;
Stratford, P. ;
Davis, A. M. ;
Buchbinder, R. ;
Snyder-Mackler, L. ;
Henrotin, Y. ;
Thumboo, J. ;
Hansen, P. ;
Bennell, K. L. .
OSTEOARTHRITIS AND CARTILAGE, 2013, 21 (08) :1042-1052