Table 3 Statistical overview of rate of success of the real-time neuro-fuzzy system for sEMG pattern discrimination system
From: Real-time intelligent pattern recognition algorithm for surface EMG signals
Movements | |||||||
|---|---|---|---|---|---|---|---|
Participated subjects | Opening | Closing | Wrist flexion | Wrist extension | Pinch | Thumb flexion | Average Results for 6 movements |
Subject_1 | 98% | 100% | 94% | 94% | 96% | 92% | 95.67% |
Subject_2 | 98% | 100% | 100% | 96% | 98% | 94% | 97.67% |
Subject_3 | 96% | 100% | 88% | 98% | 98% | 92% | 95.33% |
Subject_4 | 100% | 100% | 94% | 96% | 100% | 98% | 98% |
Average results | 98% | 100% | 94% | 96% | 98% | 94% | 96.67% |
Standard deviation (STD) for each movements | 1.41% | 0% | 4.2% | 4.2% | 1.41% | 2.45% | 1.18% |