Classifier | Channels | Classes | Features | Subjects | Error | Additional processing | Reference | Year |
---|---|---|---|---|---|---|---|---|
MLP | 2 | 4 | MAV, MAVS, ZC, SSC, WL. | 9 | 9.25% | Â | [9] | 1993 |
LDA, MLP | 5 | 4 | WPT. Transient | 16 | 6.25% | Â | [30] | 1998 |
PCA, LDA | 4 | 6 | WPT. Stationary | 11 | 6.80% | Â | [13] | 2001 |
LDA | 4 | 4 | TD. Stationary | 12 | 5% | Majority vote | [12] | 2003 |
GMM | 4 | 6 | AR6+RMS+TD. Stationary | 12 | 3.10% | Majority vote | [21] | 2005 |
 |  |  |  |  |  | Suppress interclass data |  |  |
LDA | 8 | 7 | AR4+RMS. Stationary | 30 | 7.40% | Majority vote | [29] | 2007 |
 |  |  |  |  |  | Suppress interclass data |  |  |
SVM | 4 | 5 | RMS +AR6. Stationary | 11 | 3% | Majority vote | [23] | 2008 |
 |  |  |  |  |  | Suppress interclass data |  |  |
LDA | 10 | 11 | AR6 Stationary | 10 | 6.50% | Â | [5] | 2009 |
LDA | 10 | 11 | AR6 Stationary | 10 | 5% | iPCA Transformation | [5] | 2009 |