Validity of Measurement for Trailing Limb Angle and Propulsion Force during Gait Using a Magnetic Inertial Measurement Unit

被引:16
作者
Miyazaki, Takasuke [1 ,2 ]
Kawada, Masayuki [3 ]
Nakai, Yuki [1 ]
Kiyama, Ryoji [3 ]
Yone, Kazunori [3 ]
机构
[1] Kagoshima Univ, Grad Sch Hlth Sci, 8-35-1 Sakuragaoka, Kagoshima, Kagoshima 8908544, Japan
[2] Tarumizu Cent Hosp, Tarumizu Municipal Med Ctr, Dept Rehabil, 1-140 Kinkocho, Tarumizu, Kagoshima 8912124, Japan
[3] Kagoshima Univ, Fac Med, Sch Hlth Sci, Course Phys Therapy, 8-35-1 Sakuragaoka, Kagoshima, Kagoshima 8908544, Japan
关键词
GROUND REACTION FORCES; PARETIC PROPULSION; WALKING; SPEED; ANKLE; INDIVIDUALS; ADAPTATION; KINEMATICS; MOBILITY; BALANCE;
D O I
10.1155/2019/8123467
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Propulsion force and trailing limb angle (TLA) are meaningful indicators for evaluating quality of gait. This study examined the validity of measurement for TLA and propulsion force during various gait conditions using magnetic inertial measurement units (IMU), based on measurements using a three-dimensional motion analysis system and a force platform. Eighteen healthy males (mean age 25.2 +/- 3.2 years, body height 1.70 +/- 0.06 m) walked with and without trunk fluctuation at preferred, slow, and fast velocities. IMU were fixed on the thorax, lumbar spine, and right thigh and shank. IMU calculated the acceleration and tilt angles in a global coordinate system. TLA, consisting of a line connecting the hip joint with the ankle joint, and the laboratory's vertical axis at late stance in the sagittal plane, was calculated from thigh and shank segment angles obtained by IMU, and coordinate data from the motion analysis system. Propulsion force was estimated by the increment of velocity calculated from anterior acceleration measured by IMU fixed on the thorax and lumbar spine, and normalized impulse of the anterior component of ground reaction force (AGRF) during late stance. Similarity of TLA measured by IMU and the motion analysis system was tested by the coefficient of multiple correlation (CMC), intraclass correlation coefficient (ICC), and root mean square (RMS) of measurement error. Relationships between normalized impulse of AGRF and increments of velocity, as measured by IMU, were tested using correlation analysis. CMC of TLA was 0.956-0.959. ICC between peak TLAs was 0.831-0.876 (p<0.001), and RMS of error was 1.42 degrees-1.92 degrees. Velocity increment calculated from acceleration on the lumbar region showed strong correlations with normalized impulse of AGRF (r=0.755-0.892, p<0.001). These results indicated a high validity of estimation of TLA and propulsion force by IMU during various gait conditions; these methods would be useful for best clinical practice.
引用
收藏
页数:8
相关论文
共 48 条
  • [41] Wearable sensors objectively measure gait parameters in Parkinson's disease
    Schlachetzki, Johannes C. M.
    Barth, Jens
    Marxreiter, Franz
    Gossler, Julia
    Kohl, Zacharias
    Reinfelder, Samuel
    Gassner, Heiko
    Aminian, Kamiar
    Eskofier, Bjoern M.
    Winkler, Juergen
    Klucken, Jochen
    [J]. PLOS ONE, 2017, 12 (10):
  • [42] IMU-Based Joint Angle Measurement for Gait Analysis
    Seel, Thomas
    Raisch, Joerg
    Schauer, Thomas
    [J]. SENSORS, 2014, 14 (04) : 6891 - 6909
  • [43] Gait characterization for osteoarthritis patients using wearable gait sensors (H-Gait systems)
    Tadano, Shigeru
    Takeda, Ryo
    Sasaki, Keita
    Fujisawa, Tadashi
    Tohyama, Harukazu
    [J]. JOURNAL OF BIOMECHANICS, 2016, 49 (05) : 684 - 690
  • [44] Gait analysis using gravitational acceleration measured by wearable sensors
    Takeda, Ryo
    Tadano, Shigeru
    Todoh, Masahiro
    Morikawa, Manabu
    Nakayasu, Minoru
    Yoshinari, Satoshi
    [J]. JOURNAL OF BIOMECHANICS, 2009, 42 (03) : 223 - 233
  • [45] Gait initiation is dependent on the function of the paretic trailing limb in individuals with stroke
    Tokuno, Craig D.
    Eng, Janice J.
    [J]. GAIT & POSTURE, 2006, 24 (04) : 424 - 428
  • [46] Relationships between muscle activity and anteroposterior ground reaction forces in hemiparetic walking
    Turns, Lindsey J.
    Neptune, Richard R.
    Kautz, Steven A.
    [J]. ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2007, 88 (09): : 1127 - 1135
  • [47] Influence of Systematic Increases in Treadmill Walking Speed on Gait Kinematics After Stroke
    Tyrell, Christine M.
    Roos, Margaret A.
    Rudolph, Katherine S.
    Reisman, Darcy S.
    [J]. PHYSICAL THERAPY, 2011, 91 (03): : 392 - 403
  • [48] Estimation of Vertical Ground Reaction Forces and Sagittal Knee Kinematics During Running Using Three Inertial Sensors
    Wouda, Frank J.
    Giuberti, Matteo
    Bellusci, Giovanni
    Maartens, Erik
    Reenalda, Jasper
    van Beijnum, Bert-Jan F.
    Veltink, Peter H.
    [J]. FRONTIERS IN PHYSIOLOGY, 2018, 9