Table 1.
Summary of the EMG signal processing methods.
Method | Overall Performance | SNR Improvement | Computational Cost | Real-Time | Implementation Complexity |
---|---|---|---|---|---|
DF | Low | Low | Low | Yes | Simple |
ANC | High | Medium | Medium | Yes | Medium |
WT | Low | Medium | Medium | Yes | Medium |
ICA | High | High | Medium | No | Medium |
EMD | High | Medium | High | No | Medium |
Hybrid Methods | High | High | Medium | No | Complex |