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Related Experiment Video

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Author Spotlight: Assessing Brain Activity in Robotic-Assisted Lower Limb Rehabilitation Using fNIRS
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Indirect Robotic Movement Shaping through Motor Cost Influence.

Justin Fong, Vincent Crocher, Ying Tan

    IEEE ... International Conference on Rehabilitation Robotics : [Proceedings]
    |August 4, 2019
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    Summary

    This study introduces Indirect Shaping Control to encourage altered movement patterns in rehabilitation robotics. The approach may help patients recover motor control after neurological incidents, but requires further investigation.

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    Area of Science:

    • Rehabilitation robotics
    • Neuroscience
    • Biomechanics

    Background:

    • Neurological incidents frequently disrupt motor control and movement patterns.
    • Therapeutic interventions aim to restore these patterns, necessitating advanced robotic control strategies.
    • Rehabilitation robotics literature has limited exploration of methods to influence movement pattern recovery.

    Purpose of the Study:

    • To present a novel control strategy, Indirect Shaping Control, for rehabilitation robotics.
    • To influence movement patterns by altering the perceived cost of movement, based on optimal motor control principles.
    • To investigate the efficacy of this indirect approach in promoting persistent changes in motor behavior.

    Main Methods:

    • Developed an 'Indirect Shaping Control' strategy that does not directly alter movement but encourages modified patterns.
    • Applied the control strategy in a preliminary experiment using an end-effector robotic device.
    • Recruited 5 healthy subjects to participate in the study.

    Main Results:

    • The Indirect Shaping Control approach showed potential in encouraging changes in movement patterns.
    • Observed that these altered movement patterns may persist in out-of-robot reaching actions for some subjects.
    • Results were not consistent across all participants, indicating variability in response.

    Conclusions:

    • The Indirect Shaping Control strategy offers a unique approach to motor recovery in rehabilitation robotics.
    • Further experimental validation is necessary to confirm the consistency and effectiveness of this method.
    • This approach may provide a new avenue for developing robotic devices that promote lasting motor improvements.