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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%