Table 4 The comparison between proposed method and typical ones in the form of \(\zeta\) , \(\textrm{PI}\) and running time with SNR = 10 dB and bits number equal to 1000
From: A MLE-based blind signal separation method for time–frequency overlapped signal using neural network
\(\zeta _{\left( s_1,s_2,s_3\right) }\) | PI | Running time | |
|---|---|---|---|
MLE-Adam | 0.8862,0.8865,0.8850 | 0.0252 | 0.4032 s |
MLE-RMSprop | 0.8863,0.8869,0.8852 | 0.0242 | 0.5167 s |
MLE-RMSpropM | 0.8862,0.8868,0.8851 | 0.0244 | 0.2923 s |
MLE-Adadelta | 0.8863,0.8869,0.8853 | 0.0240 | 0.4418 s |
FastICA | 0.8797,0.8824,0.8795 | 0.0463 | 11.2785 ms |
JADE | 0.8864,0.8867,0.8852 | 0.0226 | 7.3812 ms |