Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectromyographyHumansAlgorithmsNormal DistributionSignal Processing
Gaussian-Laplacian Mixture-Enhanced AGLR for Accurate EMG Onset Detection.
Heeyong Huh, Pawan Kashyap, Luis Sentis, Nanshu Lu
Published: 202510.1109/EMBC58623.2025.11253958
Abstract
Automated detection of muscle contraction onset in electromyography (EMG) signals is crucial for clinical diagnostics and human-machine interaction. However, many existing methods rely on Gaussian assumptions that may not hold for submaximal muscle c…
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