The use of inertial sensors system for human motion analysis

被引:252
|
作者
Cuesta-Vargas, Antonio I. [1 ]
Galan-Mercant, Alejandro [1 ]
Williams, Jonathan M. [2 ]
机构
[1] Univ Malaga, Fac Hlth Sci, Av Martiticos S-N, Malaga 29071, Spain
[2] Roehampton Univ, Whitelands Coll, Dept Life Sci, London, England
关键词
Inertial sensors; Motion analysis; Review;
D O I
10.1179/1743288X11Y.0000000006
中图分类号
R49 [康复医学];
学科分类号
100215 ;
摘要
Objective: The aim of this article is to review systematically and appraise critically the literature surrounding the research, comparing inertial sensors with any kind of gold standard; this gold standard has to be a tool for measuring human movement (e.g. electrogoniometry, optoelectronic systems, electromagnetic systems, etc.). Method: A MEDLINE, EMBASE, CINAHL, PEDRo and SCOPUS search of published English language articles was conducted, which focused on articles that compared inertial sensors to any kind of gold standard (e.g. electrogoniometry, optoelectronic systems, electromagnetic systems, etc.), from 2000 to 2010. Two independent reviewers completed the study selection, quality appraisal and data extraction. The Critical Appraisal Skills Programme Espanol tool was used to assess study quality, and a reliability comparison between the systems was made. Results: Fourteen out of 242 articles were reviewed, which displayed a similar threat to validity, relating to sample selection and operator blinding. Other study limitations are discussed. A comparison between the different systems showed good agreement across a range of tasks and anatomical regions. Conclusions: This review concludes that inertial sensors can offer an accurate and reliable method to study human motion, but the degree of accuracy and reliability is site and task specific.
引用
收藏
页码:462 / 473
页数:12
相关论文
共 50 条
  • [1] Inertial Sensors for Human Motion Analysis: A Comprehensive Review
    Garcia-de-Villa, Sara
    Casillas-Perez, David
    Jimenez-Martin, Ana
    Garcia-Dominguez, Juan Jesus
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [2] Wearable Inertial Sensors for Human Motion Analysis: A Review
    Hussein Lopez-Nava, Irvin
    Munoz-Melendez, Angelica
    IEEE SENSORS JOURNAL, 2016, 16 (22) : 7821 - 7834
  • [3] Application of Low Cost Inertial Sensors to Human Motion Analysis
    Bai, Lu
    Pepper, Matthew G.
    Yan, Yong
    Spurgeon, Sarah K.
    Sakel, Mohamed
    2012 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2012, : 1280 - 1285
  • [4] Development and Biomechanical Analysis through Inertial Sensors for Human Motion
    Yail Marquez, Bogart
    Realyvazquez Vargas, Arturo
    Magdaleno Palencia, Jose Sergio
    Castillo, Jenniffer D.
    Avila Arevalo, David
    2018 INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND ARTIFICIAL INTELLIGENCE (ACAI 2018), 2018,
  • [5] Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors
    Zhu, Chenyao
    Luo, Lan
    Li, Rui
    Guo, Junhui
    Wang, Qining
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32 : 1884 - 1895
  • [6] A Wireless Inertial Measuring System for Human Motion Analysis
    Qi, Minhui
    Li, Yuping
    Xiang, Kui
    Ge, Yunjian
    2016 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2016, : 1021 - 1025
  • [7] A wearable inertial sensor system for human motion analysis
    Liu, T
    Inoue, Y
    Shibata, K
    Tang, XY
    2005 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, PROCEEDINGS, 2005, : 409 - 413
  • [8] A Mobile Motion Analysis System Using Inertial Sensors for Analysis of Lower Limb Prosthetics
    Mueller, John Kyle P.
    Evans, Boyd M., III
    Ericson, M. Nance
    Farquhar, Ethan
    Lind, Randall
    Kelley, Kevin
    Pusch, Martin
    von Marcard, Timo
    Wilken, Jason M.
    2011 FUTURE OF INSTRUMENTATION INTERNATIONAL WORKSHOP (FIIW), 2011,
  • [9] Human Motion Capture Algorithm Based on Inertial Sensors
    Chen, Pengzhan
    Kuang, Ye
    Li, Jie
    JOURNAL OF SENSORS, 2016, 2016
  • [10] Human Motion Characterization Using Wireless Inertial Sensors
    Olinski, M.
    Gronowicz, A.
    Ceccarelli, M.
    Cafolla, D.
    NEW ADVANCES IN MECHANISMS, MECHANICAL TRANSMISSIONS AND ROBOTICS, 2017, 46 : 401 - 408