Table 4.
MSEs for three types of tactile sensors after eight denoising methods.
| Butterworth [19] | Wavelet [20] | EMD [22] | VMD [24] | MA [26] | RPCA [27] | WRPCA [28] | cc-DWRPCA [13] | ANOVAa | |
|---|---|---|---|---|---|---|---|---|---|
| 3 × 4 | 0.006 ± 0.005 | 0.014 ± 0.010 | 0.011 ± 0.009 | 0.006 ± 0.005 | 0.010 ± 0.007 | 0.007 ± 0.004 | 0.005 ± 0.004 | 0.003 ± 0.003 | p < 0.05 |
| 4 × 6 | 0.038 ± 0.073 | 0.049 ± 0.074 | 0.044 ± 0.072 | 0.039 ± 0.073 | 0.044 ± 0.073 | 0.019 ± 0.027 | 0.030 ± 0.053 | 0.020 ± 0.042 | p < 0.05 |
| 5 × 5−1 | 0.003 ± 0.005 | 0.020 ± 0.016 | 0.037 ± 0.035 | 0.032 ± 0.096 | 0.011 ± 0.008 | 0.015 ± 0.010 | 0.004 ± 0.003 | 0.003 ± 0.002 | p < 0.05 |
The one-way ANOVA results indicate the significant difference among MSEs of the eight algorithms.