Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing

Ryo Eguchi, Ayanori Yorozu, Takahiko Fukumoto, Masaki Takahashi

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

3 Citations (Scopus)

Abstract

A long-range, continuous, and accessible kinetic measurement system is required for evaluating gait disorders. Although methods employing force plates are gold standard in kinetic gait analysis, their usage is often limited by their measurement range, and they are cost-prohibitive for general clinics. Instrumented insole-based gait analysis systems using accessible sensors were proposed in previous works. However, these systems rely on the use of force plates to construct models to estimate ground reaction force. In this study, a method to construct models without using force plates was developed and evaluated. Subject-specific linear least squares regression models (with bounds and linear constraints) using data from two types of single-leg standing (SLS) tasks; static SLS and voluntary weight shift during SLS were used to determine ground reaction force. Comparison of the results with force plate data for straight walking in terms of the %RMSE, which indicates estimation accuracy of the models, showed that the results were about the same accurate as the models using force plates. In addition, we found possibility that voluntary weight shift during SLS can improve estimation accuracy of models.

Original languageEnglish
Title of host publication2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages109-113
Number of pages5
ISBN (Electronic)9781467397087
DOIs
Publication statusPublished - 2017 Feb 9
Externally publishedYes
Event2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016 - Baden-Baden, Germany
Duration: 2016 Sep 192016 Sep 21

Other

Other2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016
CountryGermany
CityBaden-Baden
Period16/9/1916/9/21

Fingerprint

Pressure measurement
Gait analysis
Kinetics
Sensors
Costs

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Computer Science Applications

Cite this

Eguchi, R., Yorozu, A., Fukumoto, T., & Takahashi, M. (2017). Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing. In 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016 (pp. 109-113). [7849475] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MFI.2016.7849475

Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing. / Eguchi, Ryo; Yorozu, Ayanori; Fukumoto, Takahiko; Takahashi, Masaki.

2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 109-113 7849475.

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

Eguchi, R, Yorozu, A, Fukumoto, T & Takahashi, M 2017, Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing. in 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016., 7849475, Institute of Electrical and Electronics Engineers Inc., pp. 109-113, 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016, Baden-Baden, Germany, 16/9/19. https://doi.org/10.1109/MFI.2016.7849475
Eguchi R, Yorozu A, Fukumoto T, Takahashi M. Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing. In 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 109-113. 7849475 https://doi.org/10.1109/MFI.2016.7849475
Eguchi, Ryo ; Yorozu, Ayanori ; Fukumoto, Takahiko ; Takahashi, Masaki. / Ground reaction force estimation using insole plantar pressure measurement system from single-leg standing. 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 109-113
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