Muscle stiffness estimation using center of pressure fluctuations induced by electrical stimulation

Takanori Uchiyama, Ayana Sugiyama

Research output: Contribution to journalConference article

Abstract

We proposed a novel technique to estimate muscle stiffness using center of pressure (COP) fluctuations induced by electrical stimulation. Six participants stood on a force plate and the COP displacement was measured with and without electrical stimulation applied to the gastrocnemius muscle. The displacement measured in the stimulated condition involved both intrinsic and electrically induced fluctuations. To obtain the intrinsic fluctuation, the measured displacement was smoothed using a Kalman filter constructed by approximating the displacement measured in the non-stimulated condition with an autoregressive model. The intrinsic fluctuation was subtracted from the measured displacement to obtain the electrically induced fluctuation. The fourth-order transfer function from the electrical stimulation to induced fluctuation was identified using a singular value decomposition method. The transfer function had natural frequencies of approximately 2 and 0.3 Hz. The former was close to the natural frequency of the gastrocnemius muscle, and the latter was close to the resonance frequency around the ankle joint. The proposed method can provide muscle and ankle joint stiffness in a standing posture.

LanguageEnglish
Pages569-572
Number of pages4
JournalIFMBE Proceedings
Volume68
Issue number2
DOIs
Publication statusPublished - 2019 Jan 1
EventWorld Congress on Medical Physics and Biomedical Engineering, WC 2018 - Prague, Czech Republic
Duration: 2018 Jun 32018 Jun 8

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Muscle
Stiffness
Transfer functions
Natural frequencies
Singular value decomposition
Kalman filters

Keywords

  • Center of pressure
  • Stiffness
  • System identification

ASJC Scopus subject areas

  • Bioengineering
  • Biomedical Engineering

Cite this

Muscle stiffness estimation using center of pressure fluctuations induced by electrical stimulation. / Uchiyama, Takanori; Sugiyama, Ayana.

In: IFMBE Proceedings, Vol. 68, No. 2, 01.01.2019, p. 569-572.

Research output: Contribution to journalConference article

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