IEEE Access (Jan 2020)

Discrete Takagi-Sugeno Fuzzy Models Applied to Control the Knee Joint Movement of Paraplegic Patients

  • Ruberlei Gaino,
  • Marcio R. Covacic,
  • Rodrigo Cardim,
  • Marcelo A. A. Sanches,
  • Aparecido A. De Carvalho,
  • Anderson Ross Biazeto,
  • Marcelo C. M. Teixeira

DOI
https://doi.org/10.1109/ACCESS.2020.2971908
Journal volume & issue
Vol. 8
pp. 32714 – 32726

Abstract

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In this manuscript, a method for designing Takagi-Sugeno (T-S) fuzzy discrete-time regulators based on linear matrix inequalities (LMIs) is proposed to control the variation of the knee joint angle movement of paraplegic patients through electrical stimulation. A simple method for discretizing nonlinear systems described by T-S fuzzy models is used. The control strategy is applied for a paraplegic volunteer and a healthy one. The results and analysis show that the controlled system attended the design specifications for small values of the sample time considered for the discretization.

Keywords