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. 2024 Feb 20;10(5):e26140. doi: 10.1016/j.heliyon.2024.e26140

Table 2.

AREs for four key physiological points of 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 P1 0.068 ± 0.029 0.093 ± 0.024 0.100 ± 0.030 0.071 ± 0.032 0.068 ± 0.024 0.197 ± 0.016 0.067 ± 0.033 0.062 ± 0.014 p < 0.05
P2 0.141 ± 0.062 0.198 ± 0.066 0.154 ± 0.065 0.145 ± 0.065 0.170 ± 0.078 0.174 ± 0.024 0.143 ± 0.067 0.076 ± 0.020 p < 0.05
P3 0.249 ± 0.134 0.378 ± 0.125 0.276 ± 0.141 0.249 ± 0.137 0.259 ± 0.132 0.166 ± 0.035 0.253 ± 0.147 0.139 ± 0.078 p < 0.05
P4 0.168 ± 0.081 0.187 ± 0.083 0.172 ± 0.080 0.176 ± 0.085 0.159 ± 0.081 0.154 ± 0.018 0.143 ± 0.077 0.063 ± 0.034 p < 0.05
4 × 6 P1 0.239 ± 0.216 0.244 ± 0.202 0.270 ± 0.199 0.243 ± 0.215 0.230 ± 0.196 0.279 ± 0.084 0.258 ± 0.242 0.174 ± 0.144 p < 0.05
P2 0.526 ± 0.323 0.583 ± 0.304 0.527 ± 0.322 0.529 ± 0.320 0.573 ± 0.347 0.307 ± 0.195 0.560 ± 0.392 0.258 ± 0.322 p < 0.05
P3 0.934 ± 0.514 1.096 ± 0.507 0.939 ± 0.512 0.923 ± 0.512 0.952 ± 0.510 0.425 ± 0.331 0.939 ± 0.501 0.457 ± 0.410 p < 0.05
P4 0.653 ± 0.429 0.645 ± 0.440 0.651 ± 0.422 0.662 ± 0.425 0.631 ± 0.426 0.325 ± 0.220 0.596 ± 0.362 0.258 ± 0.270 p < 0.05
5 × 5−1 P1 0.030 ± 0.023 0.077 ± 0.019 0.174 ± 0.068 0.078 ± 0.136 0.041 ± 0.019 0.246 ± 0.030 0.039 ± 0.025 0.038 ± 0.016 p < 0.05
P2 0.060 ± 0.031 0.156 ± 0.043 0.124 ± 0.054 0.128 ± 0.214 0.077 ± 0.047 0.249 ± 0.037 0.087 ± 0.036 0.065 ± 0.012 p < 0.05
P3 0.095 ± 0.057 0.258 ± 0.075 0.224 ± 0.129 0.222 ± 0.357 0.103 ± 0.064 0.224 ± 0.047 0.109 ± 0.064 0.074 ± 0.041 p < 0.05
P4 0.074 ± 0.045 0.142 ± 0.039 0.096 ± 0.046 0.189 ± 0.307 0.070 ± 0.039 0.238 ± 0.035 0.063 ± 0.041 0.044 ± 0.019 p < 0.05
a

The one-way ANOVA results indicate the significant difference among AREs of the eight algorithms.