EMG-Based Human Motion Analysis: A Novel Approach Using Towel Electrodes and Transfer Learning
Chenyu Tang,
Wentian Yi,
Sanjeev Kumar
et al.
Abstract:This paper presents an innovative solution for electromyography (EMG)-based human motion analysis systems, addressing challenges of sensor comfort, inter-individual variations, and labor-intensive labeling processes. The solution combines textile towel-based electrodes with transfer learning techniques. The textile towel-based graphene/PEDOT:PSS composite electrode offers biocompatibility, low skin impedance, and user comfort, while transfer learning reduces the need for extensive new data labeling and enhance… Show more
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