Table 6 Comparing the acquired results in this work with previous offline and online EMG pattern recognition system
From: Real-time intelligent pattern recognition algorithm for surface EMG signals
Selected Study | Number of Hand Movements Used | Percentage of Error Range | System type | Percentage of Error per Movement |
|---|---|---|---|---|
B. Hudgins | 4 | 2–30% | Off-line | 0.5 – 7.5% |
K. Englehart | 4 | 6–13% | Off-line | 1.5 – 3.25% |
Nishikawa | 10 | 5.6–9.3% | On-line | 0.56 – 0.93% |
This work | 6 | 2 – 4.67% | On-line | 0.33 – 0.78% |