On applying support vector machines to a user authentication method using surface electromyogram signals
Sign Up to like & getrecommendations! Published in 2017 at "Artificial Life and Robotics"
DOI: 10.1007/s10015-017-0404-z
Abstract: At present, mobile devices such as tablet-type PCs and smart phones have widely penetrated into our daily lives. Therefore, an authentication method that prevents shoulder surfing is needed. We are investigating a new user authentication… read more here.
Keywords: authentication method; surface electromyogram; support vector; user authentication ... See more keywords
Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
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DOI: 10.1155/2018/5373846
Abstract: The relationship between fractal dimension of the surface electromyogram (sEMG) and the intensity of muscle contraction is still controversial in simulated and experimental conditions. To support the use of fractal analysis to investigate myoelectric fatigue,… read more here.
Keywords: dimension; surface electromyogram; dimension surface; muscle ... See more keywords
Prediction of knee trajectory based on surface electromyogram with independent component analysis combined with support vector regression
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Advanced Robotic Systems"
DOI: 10.1177/17298806221119668
Abstract: In recent years, surface electromyogram signals have been increasingly used to operate wearable devices. These devices can aid to help workers or soldiers to lower the load in the task to boost efficiency. However, achieving… read more here.
Keywords: prediction; independent component; component analysis; surface electromyogram ... See more keywords