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Adaptive Myoelectric Pattern Recognition for Arm Movement in Different Positions using Advanced Online Sequential Extreme Learning Machine
(2017-10-11)
The performance of the myoelectric pattern
recognition system sharply decreases when working in various
limb positions. The issue can be solved by cumbersome training
procedure that can anticipate all possible future ...
Evaluation of Feature Extraction Techniques and Classifiers for Finger Movement Recognition using Surface Electromyography Signal
(2019-02-12)
Electromyography (EMG) in a bio-driven system is used as a control signal, for driving a hand prosthesis or other wearable
assistive devices. Processing to get informative drive signals involves three main modules: ...