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EMG-Driven Musculoskeletal Modelling Framework for Virtual Simulation of Upper Limb Activation-Modulated Impairment
Dovydas Cicėnas1, Kristina Daunoravičienė1
1Department of Biomechanical Engineering, Faculty of Mechanics, Vilnius Gediminas Technical University, Plytinės g. 25, LT-10105 Vilnius, Lithuania.
This study developed an EMG-driven simulation to explore how muscle activation changes affect upper limb biomechanics. Findings show altered muscle activation significantly impacts joint movement and stability.
Area of Science:
- Biomechanics
- Musculoskeletal modeling
- Neuroscience
Background:
- Surface electromyography (EMG) is crucial for muscle activation assessment.
- Interpreting EMG's functional biomechanical impact is challenging.
- Need for systematic analysis of activation-dependent movement alterations.
Purpose of the Study:
- Develop and evaluate an EMG-driven musculoskeletal simulation framework.
- Investigate how modified muscle activation patterns influence upper limb joint biomechanics.
- Enable systematic virtual scenario analysis of activation-dependent movement alterations.
Main Methods:
- Recorded surface EMG from healthy adults during elbow flexion/extension.
- Applied processed EMG envelopes as neural inputs in OpenSim forward dynamic simulations.
- Generated virtual scenarios by modifying activation signals (reduced capacity, co-activation, spasticity, tremor).
Main Results:
- Distinct activation modifications yielded characteristic kinematic and kinetic responses.
- Reduced activation decreased joint moments; increased co-activation altered timing and stability.
- Tremor-like modulation caused periodic fluctuations; MQI differentiated scenarios.
Conclusions:
- The EMG-driven simulation framework enables controlled analysis of activation-dependent biomechanical changes.
- Joint mechanics are sensitive to altered muscle activation patterns.
- Framework supports research-oriented biomechanical investigation and hypothesis testing.
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