ViT-MDHGR: Cross-Day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding - Hu, Qin; Azar, Golara Ahmadi; Fletcher, Alyson; Rangan, Sundeep; Atashzar, S. Farokh (IEEE journal of selected topics in signal processing, 2024)
Keywords: Accuracy; Adaptation models; Biomedical signal processing; Calibration; cross-day HGR; Data models; Decoding; Electrodes; Electromyography; Feasibility studies; Feature extraction; Gesture recognition; hand gesture recognition (HGR); Human-computer interface; Human-robot interaction; Human-robot interactions; minimal calibration; Myoelectric control; Myoelectricity; Performance degradation; Prostheses; Real time; Solid modeling; surface electromyography (sEMG); Testing; Training; vision transformer; Vision transformers