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. 2021 Dec 7;21(24):8169. doi: 10.3390/s21248169

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