Validity of an inertial measurement system to measure lower-limb kinematics in patients with hip and knee pathology

被引:0
|
作者
Wang, Junqing [1 ,2 ,3 ,4 ]
Xu, Fashu [1 ,3 ,4 ]
Zhang, Hui [1 ,3 ]
Wang, Biao [1 ,3 ]
Deng, Tao [5 ]
Zhou, Zongke [1 ,2 ]
Li, Kang [1 ,3 ]
Nie, Yong [1 ,2 ]
机构
[1] Sichuan Univ, Dept Orthoped Surg, Chengdu, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Orthoped Res Inst, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, West China Hosp, West China Biomed Big Data Ctr, Chengdu, Sichuan, Peoples R China
[4] Chinese Acad Sci, Shenyang Inst Automat, State Key Lab Robot, Shenyang, Liaoning, Peoples R China
[5] Sichuan Univ, Sch Mech Engn, Chengdu, Sichuan, Peoples R China
关键词
Inertial measurement units; Optical motion capture; Joint angles; Validation; Orthopedic joint diseases; GAIT; OSTEOARTHRITIS; ALIGNMENT; JOINTS; VARUS; ANKLE;
D O I
10.1016/j.jbiomech.2024.112446
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Gait analysis for patients with orthopedic joint diseases is crucial to understand their functional status. Inertial measurement unit (IMU) systems, as alternatives to optical motion capture (OMC) systems, enable gait analysis outside the laboratory. However, their accuracy requires validated before widespread clinical use. Therefore, this study evaluated the validity of the Xsens IMU system for lower-limb joint angle measurements during walking in patients with hip and knee pathology and compared the error metrics among patients with hip pathology, patients with knee pathology and healthy controls. We used OMC system and Xsens IMU systems to simultaneously collect lower-limb kinematic data of 130 patients with knee pathology, 110 patients with hip pathology and 25 healthy individuals during walking at self-selected speed. Validity was assessed using root mean square error (RMSE), amplitude difference and coefficient of determination (R2). The RMSEs for the patient groups ranged from 2.5 degrees to 8.8 degrees, with half of the joint angles showing acceptable accuracy and the rest tolerable accuracy. The joint angles measured by both systems were more consistent in the sagittal plane (R2: 0.62-0.96), with lower consistency in the frontal and transverse planes (R2: 0.44-0.63). Compared to the control group, both patient groups had higher RMSEs and lower R2 across most joint angles. Our results suggest that the Xsens IMU system offers highly comparable sagittal plane kinematic waveforms in patients with hip and knee pathology. Caution should be taken when interpreting the frontal and transverse plane kinematics and assessing patients with severe joint deformities.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Validity of Inertial Measurement Units to Measure Lower-Limb Kinematics and Pelvic Orientation at Submaximal and Maximal Effort Running Speeds
    Lin, Yi-Chung
    Price, Kara
    Carmichael, Declan S.
    Maniar, Nirav
    Hickey, Jack T.
    Timmins, Ryan G.
    Heiderscheit, Bryan C.
    Blemker, Silvia S.
    Opar, David A.
    SENSORS, 2023, 23 (23)
  • [2] Evaluation of a smartphone-based markerless system to measure lower-limb kinematics in patients with knee osteoarthritis
    Wang, Junqing
    Xu, Wei
    Wu, Zhuoying
    Zhang, Hui
    Wang, Biao
    Zhou, Zongke
    Wang, Chen
    Li, Kang
    Nie, Yong
    JOURNAL OF BIOMECHANICS, 2025, 181
  • [3] Validity of an Inertial Measurement Unit System to Measure Lower Limb Kinematics at Point of Contact during Incremental High-Speed Running
    Wolski, Lisa
    Halaki, Mark
    Hiller, Claire E.
    Pappas, Evangelos
    Yan, Alycia Fong
    SENSORS, 2024, 24 (17)
  • [4] Wearable inertial sensor based parametric calibration of lower-limb kinematics
    Kim, Myeongkyu
    Lee, Donghun
    SENSORS AND ACTUATORS A-PHYSICAL, 2017, 265 : 280 - 296
  • [5] Real-Time Kinematics Measurement of Human Lower-Limb Underwater Motions Based on Inertial Units
    Wu, Xianda
    Zhou, Zhihao
    Wang, Qining
    2021 27TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2021,
  • [6] Relationship Between Eccentric Hip Torque and Lower-Limb Kinematics: Gender Differences
    Baldon, Rodrigo de Marche
    Moreira Lobato, Daniel Ferreira
    Carvalho, Livia Pinheiro
    Pereira Santiago, Paulo Roberto
    Benze, Benedito Galvao
    Serrao, Fabio Viadanna
    JOURNAL OF APPLIED BIOMECHANICS, 2011, 27 (03) : 223 - 232
  • [7] Pedestrian walking velocity estimation based on wearable inertial sensors and lower-limb kinematics
    Kim M.K.
    Kim J.K.
    Lee D.
    Transactions of the Korean Society of Mechanical Engineers, A, 2017, 41 (09) : 799 - 807
  • [8] A Minimal Sensor Inertial Measurement Unit System Is Replicable and Capable of Estimating Bilateral Lower-Limb Kinematics in a Stationary Bodyweight Squat and a Countermovement Jump
    Fain, AuraLea
    Hindle, Benjamin
    Andersen, Jordan
    Nindl, Bradley C.
    Bird, Matthew B.
    Fuller, Joel T.
    Wills, Jodie A.
    Doyle, Tim L. A.
    JOURNAL OF APPLIED BIOMECHANICS, 2023, 39 (01) : 42 - 53
  • [9] Lower limb kinematics during the swing phase in patients with knee osteoarthritis measured using an inertial sensor
    Tanimoto, Kenji
    Takahashi, Makoto
    Tokuda, Kazuki
    Sawada, Tomonori
    Anan, Masaya
    Shinkoda, Koichi
    GAIT & POSTURE, 2017, 57 : 236 - 240
  • [10] Validity of Wearable Gait Analysis System for Measuring Lower-Limb Kinematics during Timed Up and Go Test
    Kataoka, Yoshiaki
    Ishida, Tomoya
    Osuka, Satoshi
    Takeda, Ryo
    Tadano, Shigeru
    Yamada, Satoshi
    Tohyama, Harukazu
    SENSORS, 2024, 24 (19)