Data-driven Upper-limb Prosthesis Control and Validation270 words·2 minsEMG Motion VR (Unity) SAMD21 Intention Detection Machine LearningDeveloped machine learning and control algorithms for human intention detection and prosthesis control with validation using VR and robotic prototypes.
Data-driven Modelling for Human–Robot Interaction in the Mining and Maritime Industries93 words·1 minVR (Unreal) EMG Motion Eye Gaze TransformerDeveloped human-state prediction models for VR training that supports effective human–autonomy collaboration.