Literature DB >> 22255930

Development of a body joint angle measurement system using IMU sensors.

Saba Bakhshi1, Mohammad H Mahoor, Bradley S Davidson.   

Abstract

This paper presents an approach for measuring and monitoring human body joint angles using inertial measurement unit (IMU) sensors. This type of monitoring is beneficial for therapists and physicians because it facilitates remote assessment of patient activities. In our approach, two IMUs are mounted on the upper leg and the lower leg to measure the Euler angles of each segment. The Euler angles are sent via Bluetooth protocols to a pc for calculating the knee joint angle. In our experiments, we utilized a motion capture system to accurately measure the knee joint angle and used this as the ground truth to assess the accuracy of the IMU system. The range of average error of the system across a variety of motion trials was 0.08 to 3.06 degrees. In summary, the accuracy of the IMU measurement system currently outperforms existing wearable systems such as conductive fiber optic sensors and flex-sensors.

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Year:  2011        PMID: 22255930     DOI: 10.1109/IEMBS.2011.6091743

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  11 in total

1.  Accurate Prediction of Knee Angles during Open-Chain Rehabilitation Exercises Using a Wearable Array of Nanocomposite Stretch Sensors.

Authors:  David S Wood; Kurt Jensen; Allison Crane; Hyunwook Lee; Hayden Dennis; Joshua Gladwell; Anne Shurtz; David T Fullwood; Matthew K Seeley; Ulrike H Mitchell; William F Christensen; Anton E Bowden
Journal:  Sensors (Basel)       Date:  2022-03-24       Impact factor: 3.576

2.  Inertial measurement systems for segments and joints kinematics assessment: towards an understanding of the variations in sensors accuracy.

Authors:  Karina Lebel; Patrick Boissy; Hung Nguyen; Christian Duval
Journal:  Biomed Eng Online       Date:  2017-05-15       Impact factor: 2.819

3.  Inertial Motion Capture Costume Design Study.

Authors:  Agnieszka Szczęsna; Przemysław Skurowski; Ewa Lach; Przemysław Pruszowski; Damian Pęszor; Marcin Paszkuta; Janusz Słupik; Kamil Lebek; Mateusz Janiak; Andrzej Polański; Konrad Wojciechowski
Journal:  Sensors (Basel)       Date:  2017-03-17       Impact factor: 3.576

Review 4.  Monitoring Methods of Human Body Joints: State-of-the-Art and Research Challenges.

Authors:  Abu Ilius Faisal; Sumit Majumder; Tapas Mondal; David Cowan; Sasan Naseh; M Jamal Deen
Journal:  Sensors (Basel)       Date:  2019-06-10       Impact factor: 3.576

5.  Evaluating the use of machine learning in the assessment of joint angle using a single inertial sensor.

Authors:  Rob Argent; Sean Drummond; Alexandria Remus; Martin O'Reilly; Brian Caulfield
Journal:  J Rehabil Assist Technol Eng       Date:  2019-08-19

6.  A Portable Wearable Inertial System for Rehabilitation Monitoring and Evaluation of Patients With Total Knee Replacement.

Authors:  Nan Lou; Yanan Diao; Qiangqiang Chen; Yunkun Ning; Gaoqiang Li; Shengyun Liang; Guanglin Li; Guoru Zhao
Journal:  Front Neurorobot       Date:  2022-03-23       Impact factor: 2.650

7.  Progress on Range of Motion After Total Knee Replacement by Sensor-Based System.

Authors:  Yo-Ping Huang; Yu-Yu Liu; Wei-Hsiu Hsu; Li-Ju Lai; Mel S Lee
Journal:  Sensors (Basel)       Date:  2020-03-18       Impact factor: 3.576

8.  Validation of a Device to Measure Knee Joint Angles for a Dynamic Movement.

Authors:  Mirel Ajdaroski; Ruchika Tadakala; Lorraine Nichols; Amanda Esquivel
Journal:  Sensors (Basel)       Date:  2020-03-21       Impact factor: 3.576

9.  Biomechanical Analysis in Five Bar Linkage Prototype Machine of Gait Training and Rehabilitation by IMU Sensor and Electromyography.

Authors:  Jeong-Woo Seo; Hyeong-Sic Kim
Journal:  Sensors (Basel)       Date:  2021-03-02       Impact factor: 3.576

10.  Application of Wearable Sensors Technology for Lumbar Spine Kinematic Measurements during Daily Activities following Microdiscectomy Due to Severe Sciatica.

Authors:  Athanasios Triantafyllou; Georgios Papagiannis; Sophia Stasi; Daphne Bakalidou; Maria Kyriakidou; George Papathanasiou; Elias C Papadopoulos; Panayiotis J Papagelopoulos; Panayiotis Koulouvaris
Journal:  Biology (Basel)       Date:  2022-03-03
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