Forearm Surface Electromyography. Activity Detection Noise Detection, Identification and Quantification Signal Enhancement. Aim of research. Make myoelectric forearm prostheses more useable So far Onset detection Noise reduction. Today.
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Noise Detection, Identification and Quantification
raw sEMG signal
(live or recorded)Generic Pattern Recognition System
Class label stream
0 0 1 1 0 0
20 21 22 23 24 25
= 12 in decimal
x Activity Detection[n]
LBP code calculation
1-D LBP histogram calculation
Activity bins> Inactivity bins
Raw sEMG signal (measured or recorded) Activity Detection
Noise Detection, Identification, Quantification, Mitigation
Median Filter (Majority Vote)