Table 1 Motion Classification Performance Comparison of Three Single-Position Classifiers with Different Input
| Â | Intra-Position | Inter-Position | ||||
|---|---|---|---|---|---|---|
Input Type | Hybrid | EMG | ACC-MMG | Hybrid | EMG | ACC-MMG |
P1 | 5.0 % | 9.1% | 10.0% | 79.5% | 28.2% | 79.3% |
P2 | 4.1 % | 4.7% | 6.4% | 67.5% | 26.5% | 79.8% |
P3 | 6.7 % | 10.4% | 9.8% | 71.0% | 28.6% | 83.0% |
P4 | 6.0 % | 5.7% | 10.3% | 77.4% | 31.4% | 81.1% |
` P5 | 6.1 % | 7.0% | 13.2% | 73.9% | 34.7% | 81.8% |
AVE±STD | 5.6±1.0% | 7.3±2.3% | 9.9±2.4% | 73.9±4.8% | 29.9±2.9% | 81.0±1.3% |