ANN-wavelet |
Fast with a very good result (high SNR and low RE (Table 1), smooth coherence (Fig. 6) and PSD (Fig. 5)) |
Needs multiple input (based on ECG) |
Wavelet transform |
Needs single input, simple and fast |
Remains noise in the output because of inconvenient thresholding (low SNR and high RE (Table 1)) |
Adaptive filter |
Adaptation in removing ECG noise (fair SNR (Table 1)) |
Needs multiple input, time consuming, heavy computations with high RE (Table 1) and uneven coherence (Fig. 6) |
ANN |
Fast with an acceptable result ( high SNR and relatively low RE (Table 1)) |
Needs multiple input, remains noise in low frequencies (uneven coherence in low frequencies (Fig. 6)) |
Subtraction |
Acceptable result (high SNR, relatively low RE (Table 1)) |
Needs multiple input, time consuming, heavy computations and uneven coherence in low frequencies (Fig. 6) |
High-pass filter |
Needs single input, very simple method |
Removes useful information (low SNR, high RE and low CC (Table 1), uneven coherence (Fig. 6)) |