Validation of the angular measurements of a new inertial-measurement-unit based rehabilitation system: comparison with state-of-the-art gait analysis

被引:67
|
作者
Leardini, Alberto [1 ]
Lullini, Giada [1 ]
Giannini, Sandro [1 ]
Berti, Lisa [1 ]
Ortolani, Maurizio [1 ]
Caravaggi, Paolo [1 ]
机构
[1] Ist Ortoped Rizzoli, Movement Anal Lab, Bologna, Italy
关键词
Inertial measurement unit; Gait analysis; Rehabilitation; Knee; Hip; Thorax; Joint flexion; Audio-visual bio-feedback; Video-games; JOINT ANGLE MEASUREMENT; KINEMATICS; MOTION; SENSORS; BIOFEEDBACK; OUTCOMES; GAMES;
D O I
10.1186/1743-0003-11-136
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: Several rehabilitation systems based on inertial measurement units (IMU) are entering the market for the control of exercises and to measure performance progression, particularly for recovery after lower limb orthopaedic treatments. IMU are easy to wear also by the patient alone, but the extent to which IMU's malpositioning in routine use can affect the accuracy of the measurements is not known. A new such system (Riablo (TM), CoRehab, Trento, Italy), using audio-visual biofeedback based on videogames, was assessed against state-of-the-art gait analysis as the gold standard. Methods: The sensitivity of the system to errors in the IMU's position and orientation was measured in 5 healthy subjects performing two hip joint motion exercises. Root mean square deviation was used to assess differences in the system's kinematic output between the erroneous and correct IMU position and orientation. In order to estimate the system's accuracy, thorax and knee joint motion of 17 healthy subjects were tracked during the execution of standard rehabilitation tasks and compared with the corresponding measurements obtained with an established gait protocol using stereophotogrammetry. Results: A maximum mean error of 3.1 +/- 1.8 deg and 1.9 +/- 0.8 deg from the angle trajectory with correct IMU position was recorded respectively in the medio-lateral malposition and frontal-plane misalignment tests. Across the standard rehabilitation tasks, the mean distance between the IMU and gait analysis systems was on average smaller than 5 degrees. Conclusions: These findings showed that the tested IMU based system has the necessary accuracy to be safely utilized in rehabilitation programs after orthopaedic treatments of the lower limb.
引用
收藏
页数:7
相关论文
共 49 条
  • [41] An Inertial Measurement Unit-Based Wireless System for Shoulder Motion Assessment in Patients with Cervical Spinal Cord Injury: A Validation Pilot Study in a Clinical Setting
    Bravi, Riccardo
    Caputo, Stefano
    Jayousi, Sara
    Martinelli, Alessio
    Biotti, Lorenzo
    Nannini, Ilaria
    Cohen, Erez James
    Quarta, Eros
    Grasso, Stefano
    Lucchesi, Giacomo
    Righi, Gabriele
    Del Popolo, Giulio
    Mucchi, Lorenzo
    Minciacchi, Diego
    SENSORS, 2021, 21 (04) : 1 - 25
  • [42] Using New Camera-Based Technologies for Gait Analysis in Older Adults in Comparison to the Established GAITRite System
    Steinert, Anika
    Sattler, Igor
    Otte, Karen
    Roehling, Hanna
    Mansow-Model, Sebastian
    Mueller-Werdan, Ursula
    SENSORS, 2020, 20 (01)
  • [43] Design, Validity, and Reliability of a New Test, Based on an Inertial Measurement Unit System, for Measuring Cervical Posture and Motor Control in Children with Cerebral Palsy
    Carmona-Perez, Cristina
    Perez-Ruiz, Alberto
    Garrido-Castro, Juan L.
    Vidal, Francisco Torres
    Alcaraz-Clariana, Sandra
    Garcia-Luque, Lourdes
    Rodrigues-de-Souza, Daiana Priscila
    Alburquerque-Sendin, Francisco
    DIAGNOSTICS, 2020, 10 (09)
  • [44] A New Foot-Mounted Inertial Measurement System in Soccer: Reliability and Comparison to Global Positioning Systems for Velocity Measurements During Team Sport Actions
    Waldron, Mark
    Harding, Jamie
    Barrett, Steve
    Gray, Adrian
    JOURNAL OF HUMAN KINETICS, 2021, 77 (01) : 37 - 50
  • [45] Optimal Measurement Height and Validation of a 2D-Light Detection and Ranging Device-Based Analysis System for Spatiotemporal Gait Parameters
    Woo, Seungki
    Shin, Chaewon
    Kim, Min Young
    JOURNAL OF MOVEMENT DISORDERS, 2024, 17 (04) : 459 - 461
  • [46] New SPM8-based MRAC method for simultaneous PET/MR brain images: comparison with state-of-the-art non-rigid registration methods
    David Izquierdo-Garcia
    Kevin T Chen
    Adam E Hansen
    Stefan Förster
    Didier Benoit
    Sylvia Schachoff
    Sebastian Fürst
    Daniel B Chonde
    Ciprian Catana
    EJNMMI Physics, 1 (Suppl 1)
  • [47] Monitoring hip posture in total hip arthroplasty using an inertial measurement unit-based hip smart trial system: An in vitro validation experiment using a fixed pelvis model
    Tang, Hao
    Zhou, Yixin
    Mai, Baojun
    Zhu, Binjie
    Chen, Ping
    Fu, Yujia
    Wang, Zhihua
    JOURNAL OF BIOMECHANICS, 2019, 97
  • [49] A Nonproprietary Movement Analysis System (MoJoXlab) Based on Wearable Inertial Measurement Units Applicable to Healthy Participants and Those With Anterior Cruciate Ligament Reconstruction Across a Range of Complex Tasks: Validation Study
    Islam, Riasat
    Bennasar, Mohamed
    Nicholas, Kevin
    Button, Kate
    Holland, Simon
    Mulholland, Paul
    Price, Blaine
    Al-Amri, Mohammad
    JMIR MHEALTH AND UHEALTH, 2020, 8 (06):