TABLE I. SNRIMP Values Obtained by IRM on SimEMG, MIT-BIH-EMG and Synth Databases.
SNRIN [dB] | Num | SNRIMP [dB] | SNRIMP 1 [dB] | SNRIMP 2 [dB] | SNRIMP 3 [dB] | |
---|---|---|---|---|---|---|
SimEMG | <4 | 33 | 10.31 | 6.61 | 9.29 | 10.31 |
4-8 | 19 | 10 | 7.83 | 9.84 | 10.06 | |
8-12 | 23 | 7 | 6.61 | 7 | 6.93 | |
12-16 | 28 | 5.17 | 5.24 | 5.17 | 4.95 | |
16-20 | 6 | 3.36 | 3.63 | 3.36 | 3.12 | |
>20 | 1 | 1.32 | 1.85 | 1.32 | 1.02 | |
total | 110 | 7.8 | 6.27 | 7.46 | 7.72 | |
MIT-BIH-EMG | <4 | 0 | - | - | - | - |
4-8 | 15 | 7.56 | 4.82 | 7.37 | 8.3 | |
8-12 | 84 | 8.07 | 5.69 | 8.07 | 8.11 | |
12-16 | 55 | 7.41 | 6.7 | 7.41 | 6.86 | |
16-20 | 15 | 4.86 | 5.45 | 4.73 | 3.89 | |
>20 | 2 | 1.83 | 1.83 | -0.73 | -2.02 | |
total | 171 | 7.46 | 5.87 | 7.4 | 7.23 | |
Synth | <4 | 31 | 7.38 | 4.65 | 6.32 | 7.38 |
4-8 | 89 | 8.81 | 5.19 | 8.25 | 9.96 | |
8-12 | 24 | 8.93 | 5.58 | 8.93 | 10.25 | |
12-16 | 4 | 9.56 | 5.64 | 9.56 | 10.24 | |
16-20 | 2 | 8.15 | 8.15 | 11.23 | 11.54 | |
>20 | 0 | 0 | - | - | - | |
total | 150 | 8.54 | 5.19 | 8.04 | 9.5 |
SNRIN - SNR of input signals; Num - number of recordings in specific SNRIN range; SNRIMP - SNR improvement at the end of the IRM algorithm; SNRIMP 1-3 - SNRIMP after 1st, 2nd and 3rd iteration, respectively. Gray values represent the optimum number of iterations for specific SNRIN range.