Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectromyographyHumansMovementAlgorithmsPattern Recognition
Recognition of Unseen Combined Motions via Convex Combination-based EMG Pattern Synthesis for Myoelectric Control.
Itsuki Yazawa, Seitaro Yoneda, Akira Furui
Published: 202510.1109/EMBC58623.2025.11251792
Abstract
Electromyogram (EMG) signals recorded from the skin surface enable intuitive control of assistive devices such as prosthetic limbs. However, in EMG-based motion recognition, collecting comprehensive training data for all target motions remains challe…
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