Improving reaching with functional electrical stimulation by incorporating stiffness modulation.
Tyler Johnson1,2,3, Dawn Taylor1,2,3
1Cleveland Clinic, Cleveland, OH, United States of America.
Modulating muscle coactivation during functional electrical stimulation (FES) improves upper-limb reaching performance and reduces energy use after spinal cord injury. This brain-controlled FES approach enhances restoration of arm function.
Area of Science:
- Neuroscience
- Biomedical Engineering
- Rehabilitation Robotics
Background:
- Functional electrical stimulation (FES) combined with intracortical recordings shows promise for restoring upper-limb function after spinal cord injury.
- A challenge in FES is that multiple muscle stimulation patterns can achieve a desired limb position, impacting performance and energy efficiency.
Purpose of the Study:
- To investigate the impact of modulating antagonist muscle coactivation during FES on reaching performance and energy consumption.
- To develop and optimize a method for automatically adjusting coactivation levels based on decoded kinematic information.
Main Methods:
- Utilized simulations to test a suite of lookup tables with varying coactivation levels for arm reaching control.
- Optimized a function to automatically switch between coactivation tables based on decoded endpoint speed and its derivative.
- Compared performance and energy usage of the dynamic modulation method against fixed coactivation levels.
Main Results:
- Dynamically modulating limb stiffness through coactivation significantly improved energy usage and/or movement performance.
- A simple function based on decoded speed and its derivative effectively controlled coactivation levels.
- The multi-table method demonstrated enhanced reaching capabilities compared to fixed coactivation.
Conclusions:
- Modulating muscle coactivation during brain-controlled FES is a viable strategy to improve energy efficiency and movement performance.
- This approach enhances the potential of FES for restoring reaching function in individuals with paralysis.
- Dynamic control of limb stiffness offers a more adaptable and efficient FES system.
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