Research Article

Reduce Surface Electromyography Channels for Gesture Recognition by Multitask Sparse Representation and Minimum Redundancy Maximum Relevance

Table 1

Features extracted for each analysis window.

AcronymNameNumber of featuresFormula

WLWaveform length1
IAVIntegrated absolute value1
RMSRoot mean square1
SSISimple square integral1
KurtosisKurtosis1
SkewnessSkewness1
ZCZero crossing (threshold Tā€‰=ā€‰10)1
4AR4th-order autoregressive model4