Electrode Density Affects the Robustness of Myoelectric Pattern Recognition System With and Without Electrode Shift
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2018.2805760
Abstract: With the availability of high-density (HD) electrodes technology, the electrodes used in myoelectric control can have much higher density than the current practice. In this study, we investigated the effects of electrode density on pattern… read more here.
Keywords: electrode density; performance; density; shift ... See more keywords
Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3204996
Abstract: Under the ideal condition, traditional myoelectric pattern recognition systems can achieve superior performance in recognizing motion intents. However, in practical applications, electrode shift is inevitable during the rewearing of the electrodes. The data variation caused… read more here.
Keywords: shift robust; cnn; myoelectric pattern; electrode shift ... See more keywords