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Joint Moment Estimation

I am developing a task-agnostic ankle exoskeleton control framework that estimates biological ankle joint moment directly from onboard wearable sensors without real time ground reaction force data. The project uses a temporal convolutional neural network to map exoskeleton sensor data to ankle torque and stance/swing predictions, reducing the need for explicit gait-state classification or task-specific controller tuning.