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Two-Channel Surface Electromyography for Individual and Combined Finger Movements
(2016-06-06)
This paper proposes the pattern recognition
system for individual and combined finger movements by using
two channel electromyography (EMG) signals. The proposed
system employs Spectral Regression Discriminant ...
A robust myoelectric pattern recognition using online sequential extreme learning machine for finger movement classification
(2017-08-29)
A robust myoelectric pattern-recognition-system requires a system that should work in the real application as good as in the laboratory. However, this demand should be handled properly and rigorously to achieve a robust ...
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 ...