A study on IMU-based stride length estimation for motor disabled subjects: A comparison under different calculation methods of rotation matrix

Takashi Watanabe, Tasuku Miyazawa, Jun Shibasaki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Measurement with a single inertial motion measurement unit (IMU) can be useful for monitoring gait information in rehabilitation at hospital or healthcare at home. This study focused on stride length estimation with an IMU because our preliminary study showed different estimation errors between some hemiplegic subjects. This was considered to be caused by differences of foot movements during walking between healthy subjects and paralyzed subjects. Therefore, this study aimed at evaluating estimation error of stride lengths under different calculation methods of rotation matrix that is needed to obtain foot orientation. Experimental results showed that the rotation matrix calculated from Euler angles could be effective for gaits of healthy subjects, but not for some of paralyzed subjects. The rotation matrix calculated from quaternion was shown to be effective for both healthy and paralyzed subjects. Mean absolute error of stride length estimation with the quaternion-based method was smaller than about 5% for healthy subjects and the non-paralyzed side of hemiplegic subjects and smaller than 6% for paralyzed side of the hemiplegic subjects. Average values of estimation error were less than -4% for 3 hemiplegic subjects. Stride length estimation method and correction method of integration error would be required to be evaluated with many motor disabled subjects.

Original languageEnglish
Title of host publication2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages70-73
Number of pages4
ISBN (Electronic)9781538624050
DOIs
Publication statusPublished - 2018 Apr 6
Event2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 - Las Vegas, United States
Duration: 2018 Mar 42018 Mar 7

Publication series

Name2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018
Volume2018-January

Other

Other2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018
CountryUnited States
CityLas Vegas
Period18/3/418/3/7

ASJC Scopus subject areas

  • Computer Science Applications
  • Biomedical Engineering
  • Health Informatics

Fingerprint Dive into the research topics of 'A study on IMU-based stride length estimation for motor disabled subjects: A comparison under different calculation methods of rotation matrix'. Together they form a unique fingerprint.

  • Cite this

    Watanabe, T., Miyazawa, T., & Shibasaki, J. (2018). A study on IMU-based stride length estimation for motor disabled subjects: A comparison under different calculation methods of rotation matrix. In 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (pp. 70-73). (2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BHI.2018.8333372