Gait characterization for osteoarthritis patients using wearable gait sensors (H-Gait systems)

被引:51
作者
Tadano, Shigeru [1 ]
Takeda, Ryo [1 ]
Sasaki, Keita [2 ]
Fujisawa, Tadashi [2 ]
Tohyama, Harukazu [3 ]
机构
[1] Hokkaido Univ, Fac Engn, Div Human Mech Syst & Design, North 13,West 8, Sapporo, Hokkaido 060, Japan
[2] Hokkaido Univ, Grad Sch Engn, Div Human Mech Syst & Design, Sapporo, Hokkaido, Japan
[3] Hokkaido Univ, Fac Hlth Sci, Sapporo, Hokkaido, Japan
关键词
Osteoarthritis; Three dimensional gait analysis; Acceleration sensor; Gyro sensor; Kinematic gait parameters; Spatio-temporal gait parameters; ORIENTATION; ANGLE; ACCELERATION; GYROSCOPES; ACCURACY; TRACKING; WALKING;
D O I
10.1016/j.jbiomech.2016.01.017
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The objective of this work was to investigate the possibilities of using the wearable sensors-based H-Gait system in an actual clinical trial and proposes new gait parameters for characterizing OA gait. Seven H-Gait sensors, consisting of tri-axial inertial sensors, were attached to seven lower limb body segments (pelvis, both thighs, both shanks and both feet). The acceleration and angular velocity data measured were used to estimate three-dimensional kinematic parameters of patients during level walking. Three new parameters were proposed to assess the severity of OA based on the characteristics of these joint center trajectories in addition to conventional gait spatio-temporal parameters. The experiment was conducted on ten subjects with knee OA. The kinematic results obtained (hip, knee and ankle joint angles, joint trajectory in the horizontal and sagittal planes) were compared with those from a reference healthy (control) group. As a result, the angle between the right and left knee trajectories along with that of the ankle joint trajectories were almost twice as large (21.3 degrees vs. 11.6 degrees and 14.9 degrees vs. 7.8 degrees) compared to those of the healthy subjects. In conclusion, it was found that the ankle joints during stance abduct less to avoid adduction at the knee as the severity of OA increases and lead to more acute angles (less parallel) between the right and left knee/ankle joints in the horizontal plane. This method was capable to provide quantitative information about the gait of OA patients and has the advantage to allow for out-of laboratory monitoring. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:684 / 690
页数:7
相关论文
共 19 条
[1]  
Altmann S. L., 2005, Rotations, Quaternions, and Double Groups
[2]   Lower limb alignment and foot angle are related to stance phase knee adduction in normal subjects: A critical analysis of the reliability of gait analysis data [J].
Andrews, M ;
Noyes, FR ;
Hewett, TE ;
Andriacchi, TP .
JOURNAL OF ORTHOPAEDIC RESEARCH, 1996, 14 (02) :289-295
[3]   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
[4]   The relationship between toe-out angle during gait and progression of medial tibiofemoral osteoarthritis [J].
Chang, Alison ;
Hurwitz, Debra ;
Dunlop, Dorothy ;
Song, Jing ;
Cahue, September ;
Hayes, Karen ;
Sharma, Leena .
ANNALS OF THE RHEUMATIC DISEASES, 2007, 66 (10) :1271-1275
[5]   Quaternion-based fusion of gyroscopes and accelerometers to improve 3D angle measurement [J].
Favre, J. ;
Jolles, B. M. ;
Siegrist, O. ;
Aminian, K. .
ELECTRONICS LETTERS, 2006, 42 (11) :612-614
[6]   Development of a wearable sensor system for quantitative gait analysis [J].
Liu, Tao ;
Inoue, Yoshio ;
Shibata, Kyoko .
MEASUREMENT, 2009, 42 (07) :978-988
[7]   An optimized Kalman filter for the estimate of trunk orientation from inertial sensors data during treadmill walking [J].
Mazza, Claudia ;
Donati, Marco ;
McCamley, John ;
Picerno, Pietro ;
Cappozzo, Aurelio .
GAIT & POSTURE, 2012, 35 (01) :138-142
[8]   ACCELEROMETRY - TECHNIQUE FOR MEASUREMENT OF HUMAN BODY MOVEMENTS [J].
MORRIS, JRW .
JOURNAL OF BIOMECHANICS, 1973, 6 (06) :729-+
[9]   Joint kinematics estimate using wearable inertial and magnetic sensing modules [J].
Picerno, Pietro ;
Cereatti, Andrea ;
Cappozzo, Aurelio .
GAIT & POSTURE, 2008, 28 (04) :588-595
[10]   Ambulatory position and orientation tracking fusing magnetic and inertial sensing [J].
Roetenberg, Daniel ;
Slycke, Per J. ;
Veltink, Peter H. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (05) :883-890