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Combined Shuttle-Box Training with Electrophysiological Cortex Recording and Stimulation as a Tool to Study Perception and Learning
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Feedback control of electrical stimulation electrode arrays.

C T Freeman1, K Yang1, J Tudor1

  • 1Electronics and Computer Science, Faculty of Physical Science and Engineering, University of Southampton, Southampton SO17 1BJ, UK.

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|July 26, 2016
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This study presents a new control design for electrical stimulation electrode arrays to improve artificial muscle contraction and assist human motion. The framework balances performance with system disturbances for practical clinical use.

Keywords:
Assistive technologyElectrical stimulationElectrode arraysFeedback control

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Area of Science:

  • Biomedical Engineering
  • Rehabilitation Technology
  • Control Systems

Background:

  • Electrical stimulation electrode arrays offer a novel method for artificial muscle activation via motor neuron stimulation.
  • A key application is in orthotic and therapeutic devices to aid human movement.
  • Existing control methods face challenges in managing biomechanical system complexities and disturbances.

Purpose of the Study:

  • To develop a model-based feedback controller design framework for electrical stimulation electrode arrays.
  • To balance joint angle tracking performance with robustness to disturbances and modeling errors.
  • To create a simplified control design procedure for clinical application.

Main Methods:

  • Development of a model-based feedback control framework for electrode array systems.
  • Incorporation of joint angle tracking performance metrics.
  • Consideration of disturbance rejection and modeling mismatch.
  • Simplification of the control design for clinical settings.

Main Results:

  • A novel framework for designing model-based electrode array feedback controllers was established.
  • The developed control design procedure demonstrated feasibility in experimental tests.
  • Tests on ten participants validated the approach using fabric and polycarbonate electrode arrays.

Conclusions:

  • The proposed framework provides a viable method for designing effective electrode array controllers.
  • The simplified design procedure is suitable for practical implementation in clinical environments.
  • This research advances the application of electrical stimulation for assistive motion technologies.