Table 2.
Comparison between different noise removal methods.
| Figure | Metric | Original | IIR | MA | DWT | EMD | VMD | AF | Proposed |
|---|---|---|---|---|---|---|---|---|---|
| Figure 14 and Figure A1, Figure A2, Figure A3, Figure A4, Figure A5, Figure A6 | CORR | −0.0337 | 0.2962 | 0.3169 | 0.3303 | 0.4540 | 0.4395 | 0.4594 | 0.5369 |
| Figure 14 and Figure A1, Figure A2, Figure A3, Figure A4, Figure A5, Figure A6 | MSE | 0.0419 | 0.0326 | 0.0307 | 0.1357 | 0.0090 | 0.0260 | 0.0086 | 0.0047 |
| Figure A7, Figure A8, Figure A9, Figure A10, Figure A11, Figure A12 and Figure A13 | CORR | 0.0651 | 0.3072 | 0.3442 | 0.2507 | 0.4981 | 0.4712 | 0.4988 | 0.5902 |
| Figure A7, Figure A8, Figure A9, Figure A10, Figure A11, Figure A12 and Figure A13 | MSE | 0.0163 | 0.0129 | 0.0123 | 0.3053 | 0.0066 | 0.0092 | 0.0065 | 0.0040 |
| Figure A14, Figure A15, Figure A16, Figure A17, Figure A18, Figure A19 and Figure A20 | CORR | 0.1316 | 0.1846 | 0.2186 | 0.1307 | 0.2719 | 0.3047 | 0.3660 | 0.4243 |
| Figure A14, Figure A15, Figure A16, Figure A17, Figure A18, Figure A19 and Figure A20 | MSE | 0.1091 | 0.0425 | 0.0369 | 0.1000 | 0.0412 | 0.0302 | 0.0092 | 0.0054 |
| Figure A22, Figure A23, Figure A24, Figure A25, Figure A26, Figure A27 and Figure A28 | CORR | 0.1557 | 0.3438 | 0.3181 | 0.1638 | 0.1881 | 0.3031 | 0.2929 | 0.4409 |
| Figure A22, Figure A23, Figure A24, Figure A25, Figure A26, Figure A27 and Figure A28 | MSE | 11.1281 | 1.3549 | 10.2285 | 8403 | 3.0299 | 0.9603 | 0.5916 | 0.1647 |
| Figure A29, Figure A30, Figure A31, Figure A 32, Figure A33, Figure A34 and Figure A35 | CORR | 0.2992 | 0.4227 | 0.4393 | 0.3129 | 0.4220 | 0.4759 | 0.4867 | 0.6011 |
| Figure A29, Figure A30, Figure A31, Figure A 32, Figure A33, Figure A34 and Figure A35 | MSE | 4.0803 | 0.7239 | 0.7073 | 3.7537 | 0.9917 | 0.3016 | 0.3188 | 0.1144 |
| Figure A36, Figure A37, Figure A38, Figure A39, Figure A40, Figure A41 and Figure A42 | CORR | 0.2875 | 0.4844 | 0.4523 | 0.051 | 0.3839 | 0.5292 | 0.4867 | 0.5242 |
| Figure A36, Figure A37, Figure A38, Figure A39, Figure A40, Figure A41 and Figure A42 | MSE | 5.8771 | 0.3676 | 0.4371 | 5.6547 | 0.3931 | 0.4822 | 0.3188 | 0.1304 |